{"id":519365,"date":"2025-09-22T07:27:03","date_gmt":"2025-09-22T14:27:03","guid":{"rendered":"https:\/\/jorgep.com\/blog\/?page_id=519365"},"modified":"2026-06-06T11:16:37","modified_gmt":"2026-06-06T18:16:37","slug":"local-ai-series","status":"publish","type":"page","link":"https:\/\/jorgep.com\/blog\/local-ai-series\/","title":{"rendered":"Local AI Series"},"content":{"rendered":"<style>.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id519365_ea2793-52 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id519365_ea2793-52 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id519365_ea2793-52 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column519365_b08be6-b6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column519365_b08be6-b6{position:relative;}@media all and (max-width: 1024px){.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column519365_b08be6-b6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column519365_b08be6-b6\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"300\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepSection-1200x300-LocalAI-b.jpg\" alt=\"\" class=\"wp-image-521018\" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepSection-1200x300-LocalAI-b.jpg 1200w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepSection-1200x300-LocalAI-b-300x75.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepSection-1200x300-LocalAI-b-1024x256.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/jorgepSection-1200x300-LocalAI-b-768x192.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\">AI is no longer exclusive to data centers and cloud services. With the right software and a decent PC, you can run powerful AI models right from your desktop. This means you can create content, analyze data, and experiment with cutting-edge technology without an internet connection, subscription fees, or privacy concerns.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"]{font-size:var(--global-kb-font-size-md, 1.25rem);}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8, .wp-block-kadence-advancedheading.kt-adv-heading519365_12d882-b8[data-kb-block=\"kb-adv-heading519365_12d882-b8\"]{font-size:var(--global-kb-font-size-md, 1.25rem);}}<\/style>\n<p class=\"kt-adv-heading519365_12d882-b8 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading519365_12d882-b8\">The future of AI isn\u2019t just in the datacenters or in the cloud; it\u2019s right on your desktop, phones and other endpoint devices. Running AI models locally offers unparalleled privacy, speed, and creative freedom. But with so many options from AMD, Intel, Apple and NVIDIA, how do you choose the best \u201cLocal AI PC\u201d for you? Let\u2019s break down the leading architectures and what they bring to the table.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"]{font-size:var(--global-kb-font-size-lg, 2rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"]{font-size:var(--global-kb-font-size-md, 1.25rem);}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5, .wp-block-kadence-advancedheading.kt-adv-heading519365_d600d3-f5[data-kb-block=\"kb-adv-heading519365_d600d3-f5\"]{font-size:var(--global-kb-font-size-md, 1.25rem);}}<\/style>\n<p class=\"kt-adv-heading519365_d600d3-f5 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading519365_d600d3-f5\"><em>You don&#8217;t need a supercomputer to run AI models, but the right software makes all the difference. Articles below talk about Local AI and my own learning journey.<\/em><\/p>\n\n\n<style>.kadence-column510545_d73d55-65 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);}.kadence-column510545_d73d55-65 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column510545_d73d55-65 > .kt-inside-inner-col{flex-direction:column;}.kadence-column510545_d73d55-65 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column510545_d73d55-65 > .kt-inside-inner-col{background-color:var(--global-palette7, #EDF2F7);}.kadence-column510545_d73d55-65:hover > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);background-image:none;}.kadence-column510545_d73d55-65 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column510545_d73d55-65{position:relative;}@media all and (max-width: 1024px){.kadence-column510545_d73d55-65 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column510545_d73d55-65 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column510545_d73d55-65\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3, .wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3[data-kb-block=\"kb-adv-heading510545_4f04b8-a3\"]{text-align:center;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3[data-kb-block=\"kb-adv-heading510545_4f04b8-a3\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading510545_4f04b8-a3[data-kb-block=\"kb-adv-heading510545_4f04b8-a3\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading510545_4f04b8-a3 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading510545_4f04b8-a3\">Quick Links:\u00a0<a href=\"https:\/\/jorgep.com\/blog\/resources-for-learning-ai\/\">Resources for Learning AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/keeping-up-with-ai\/\">Keep up with AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/list-of-ai-tools\/\" data-type=\"post\" data-id=\"402818\">List of AI Tools<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/local-ai-series\/\" data-type=\"page\" data-id=\"519365\">Local AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/tag\/ai-agents\/\" data-type=\"post_tag\" data-id=\"941\">AI Agents<\/a> |  <a href=\"https:\/\/jorgep.com\/blog\/work-beyond-tomorrow-series\/\" data-type=\"page\" data-id=\"365001\">Future of Work<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/latest-token-prices\/\" data-type=\"page\" data-id=\"521255\">Latest Token Prices<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading\">Recent Modern EUC Related Posts:<\/h3>\n\n\n<style>.wp-block-kadence-query519365_6bf18d-12 .infinite-scroll-trigger{background-image:url(\"https:\/\/jorgep.com\/blog\/wp-content\/plugins\/kadence-blocks-pro\/includes\/assets\/images\/ajax-loader.gif\");;}<\/style><div class=\"wp-block-kadence-query wp-block-kadence-query519365_6bf18d-12 kadence-query-init kb-query-basic-style animation-infinite kb-query\" data-id=\"519367\">\n<style>.kb-pro-masonry-init .wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap{columns:3;}.kb-pro-masonry-init .wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap .kb-query-item{margin-bottom:var(--global-kb-gap-md, 2rem);}.wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap.kb-query-grid-wrap{grid-template-columns:repeat(3, 1fr);row-gap:var(--global-kb-gap-md, 2rem);column-gap:var(--global-kb-gap-md, 2rem);}.wp-block-kadence-query-card519365_aa876a-aa .kb-query-grid-wrap .kb-query-item.kb-query-block-post{box-shadow:0px 6px 20px 0px rgba(0, 0, 0, 0.05);background:normal;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:4px;border-bottom-left-radius:4px;overflow:hidden;}.wp-block-kadence-query-card519365_aa876a-aa .kb-query-grid-wrap .kb-query-item.kb-query-block-post:hover{background:normal;}@media all and (max-width: 767px){.wp-block-kadence-query-card519365_aa876a-aa.wp-block-kadence-query-card .kb-query-grid-wrap.kb-query-grid-wrap{grid-template-columns:repeat(, 1fr);}}<\/style><div class=\"wp-block-kadence-query-card519365_aa876a-aa wp-block-kadence-query-card\" data-max-num-pages=\"17\"><div class=\"overlay\"><\/div><ul class=\"kb-query-grid-wrap\" data-item-selector=\"kb-query-item\"><li class=\"kb-query-item kb-query-block-post post-522405 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-tech-talk tag-ai-agents tag-ai-series tag-hallucination\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/when-ai-agrees-with-you-should-you-trust-it\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Halluciations-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522406 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Halluciations-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Halluciations-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Halluciations-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Halluciations.jpg 1400w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/when-ai-agrees-with-you-should-you-trust-it\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">When AI Agrees With You, Should You Trust It?<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-20<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">When AI Agrees With You, Should You Trust It? Why preventing hallucinations is only part of building a more reliable relationship with AI. An AI that avoids hallucinations but agrees with every questionable assumption is still unreliable. Think about that for a moment. We spend considerable time talking about AI hallucinations, those situations where an&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/when-ai-agrees-with-you-should-you-trust-it\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522318 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series tag-ai-agents tag-ai-series\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/googles-gemini-agent-personal-ai-agents-are-moving-into-the-workplace\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-521140 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/googles-gemini-agent-personal-ai-agents-are-moving-into-the-workplace\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Google\u2019s Gemini Agent: Personal AI Agents Are Moving Into the Workplace<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-14<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">In my previous post, Personal AI Agents Are Having a Moment, I explored a topic that continues to attract my attention: AI that moves beyond answering questions and starts helping us get things done. Google\u2019s latest announcement gives us another reason to pay attention. On October 8, Google introduced the Gemini agent at its Gemini&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/googles-gemini-agent-personal-ai-agents-are-moving-into-the-workplace\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522322 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series tag-ai-agents tag-ai-routing tag-ai-series tag-artificial-intelligence\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/does-this-task-need-ai-three-filters-to-help-you-decide\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-DoeEveryTaskNeedAi-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522325 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-DoeEveryTaskNeedAi-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-DoeEveryTaskNeedAi-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-DoeEveryTaskNeedAi-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-DoeEveryTaskNeedAi.jpg 1400w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/does-this-task-need-ai-three-filters-to-help-you-decide\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Does This Task Need AI? Three Filters to Help You Decide<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-10<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Before adding AI to a workflow, evaluate predictability, complexity, and risk. Not every business problem needs AI. Sometimes the right answer is a database query. Sometimes it is a script, a clearer process, or a better way to apply rules you already understand. The question is not, \u201cCan AI do this?\u201d It is, \u201cIs AI&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/does-this-task-need-ai-three-filters-to-help-you-decide\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522336 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-tech-talk tag-ai-agents tag-ai-series tag-artificial-intelligence tag-chatbots tag-local-ai\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/how-to-build-rag-a-practical-guide\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-HowToBuilRAG-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522341 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-HowToBuilRAG-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-HowToBuilRAG-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-HowToBuilRAG-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-HowToBuilRAG.jpg 1400w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/how-to-build-rag-a-practical-guide\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">How to Build RAG: A Practical Guide<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-08<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">This has come up a number of times in my mentoring sessions and conversations with people and companies. Connecting an AI model to company documents sounds straightforward: upload the files, ask a question, and get an answer. Building something people can reliably use requires more than that. But first, an important distinction: giving AI access&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/how-to-build-rag-a-practical-guide\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522277 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-guides-resources tag-ai-series tag-dont-just-chat\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/i-dont-use-ai-anymore-i-work-with-it\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-768x429.jpg\" alt=\"\" width=\"768\" height=\"429\" class=\"kb-img wp-image-522280 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-768x429.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-300x168.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-1024x572.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-1536x858.jpg 1536w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/DontJustChat-PartnerBanner-1-2048x1144.jpg 2048w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/guides-resources\/\" class=\"kb-dynamic-list-item-link\">Guides &amp; Resources<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/i-dont-use-ai-anymore-i-work-with-it\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">I Don\u2019t \u201cUse\u201d AI Anymore. I Work With It.<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-05<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">I haven\u2019t been posting much on my blog over the last couple of weeks because I\u2019ve been working on a couple of long-overdue projects. Here is the first of several: my new ebook, Don\u2019t Just Chat, Partner: The Non-Technical Guide to Building Your AI Ecosystem. This is the third book in the Don\u2019t Just Chat&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/i-dont-use-ai-anymore-i-work-with-it\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522288 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-tech-talk tag-ai-series tag-artificial-intelligence tag-jev tag-llm\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/jev-the-ai-that-decides-instead-of-writes\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence-768x384.png\" alt=\"\" width=\"768\" height=\"384\" class=\"kb-img wp-image-427863 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence-768x384.png 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence-300x150.png 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence-1024x512.png 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence.png 1280w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/jev-the-ai-that-decides-instead-of-writes\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Jev: The AI That Decides Instead of Writes<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-10-01<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Why an AI model that cannot write a sentence could become a useful building block for enterprise workflows\u2014and what a sub-500-millisecond trading demonstration actually shows. Most conversations about AI focus on what models can generate: articles, emails, software, images, and explanations. But much of the work inside software does not require a paragraph. It requires&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/jev-the-ai-that-decides-instead-of-writes\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522290 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series tag-ai-agents tag-ai-series\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/personal-ai-agents-are-having-a-moment\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-521140 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeatiredImage-AIAgents.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/personal-ai-agents-are-having-a-moment\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Personal AI Agents Are Having a Moment<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-30<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">The recent surge is real. Whether it becomes a lasting shift depends on what happens after the launch. Over the past three weeks, personal AI agents have seemed to appear everywhere. New products, major funding announcements, and moves by established platforms have converged into a remarkably concentrated wave. The impression of acceleration is not simply&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/personal-ai-agents-are-having-a-moment\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522286 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series category-modern-workplace-it category-moderneuc2 category-tech-talk tag-ai-agents tag-ai-series tag-artificial-intelligence tag-copilot tag-microsoft-365\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/microsoft-copilot-september-2026-changes\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/.\/FeaturedImage-AI-MicrosoftCopilot-Medium-768x288.jpg?t=1793619391\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-447242 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MicrosoftCopilot-Medium-768x288.jpg?t=1793619391 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MicrosoftCopilot-Medium-300x113.jpg?t=1793619391 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MicrosoftCopilot-Medium-1024x384.jpg?t=1793619391 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MicrosoftCopilot-Medium.jpg?t=1793619391 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/modern-workplace-it\/\" class=\"kb-dynamic-list-item-link\">Modern Workplace &amp; IT<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/moderneuc2\/\" class=\"kb-dynamic-list-item-link\">ModernEUC<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/tech-talk\/\" class=\"kb-dynamic-list-item-link\">Tech Talk<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/microsoft-copilot-september-2026-changes\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Microsoft Copilot September 2026 Changes<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-28<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Microsoft Copilot is changing again. But the important story is not simply a better chatbot or another feature inside Word. Bottom line: Microsoft Copilot: More Capabilities, Two Ways to Pay The changes announced across August and September 2026 point toward something bigger: a unified place to ask questions, delegate work, build applications, and run proactive&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/microsoft-copilot-september-2026-changes\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522222 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series tag-ai-agents tag-ai-routing tag-ai-series tag-artificial-intelligence\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/ai-routing-the-layer-between-you-and-the-models\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Routing-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522226 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Routing-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Routing-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-Routing.jpg 800w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/ai-routing-the-layer-between-you-and-the-models\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">AI Routing: The Layer Between You and the Models<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-20<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">For the last few years, much of the AI conversation has focused on models. Which model is smartest? Which one has the largest context window? Which one is fastest? Which model is best for coding, reasoning, images, research, or writing? Those questions still matter, but I think we may be entering a stage where another&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/ai-routing-the-layer-between-you-and-the-models\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522209 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology tag-ai-agents tag-ai-series tag-microapps\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/the-enterprise-challenge-of-microapps\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-MicroApps-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522220 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-MicroApps-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-MicroApps-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-MicroApps-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-MicroApps.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/the-enterprise-challenge-of-microapps\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">The Enterprise Challenge of MicroApps<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-18<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">When a Single HTML File Becomes Shadow IT This is a follow up to my previous blog: Sometimes We Don\u2019t Need Another Platform AI is making it easier than ever to build small, useful software. A person with an idea, a browser, and an AI coding assistant can now create a focused application in hours\u2014or&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/the-enterprise-challenge-of-microapps\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522195 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/ai-crawlers-are-not-all-the-same\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AICrawlers-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522198 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AICrawlers-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AICrawlers-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AICrawlers-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AICrawlers.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/ai-crawlers-are-not-all-the-same\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">AI Crawlers Are Not All the Same<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-16<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">Search crawlers, AI training bots, and AI agents may all visit the same website, but they are doing very different things. Cloudflare&#8217;s new controls point toward a more nuanced way of deciding how automated systems can use our content.<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/ai-crawlers-are-not-all-the-same\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522180 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology tag-ai-agents tag-ai-series tag-chatgpt tag-economics tag-futureofwork tag-small-business tag-soloprenueurs\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/ai-agents-and-the-tax-base\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-And-Taxes-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522181 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-And-Taxes-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-And-Taxes-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-And-Taxes-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-And-Taxes.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/ai-agents-and-the-tax-base\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">AI Agents and the Tax Base<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-12<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">A simple \u201cInstalling faster-whisper&#8230;\u201d message inside ChatGPT sent me down a rabbit hole: where is the code actually running, what happens to uploaded files, and what does a cloud browser reveal about the infrastructure behind modern AI?<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/ai-agents-and-the-tax-base\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522174 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology tag-ai tag-ai-agents tag-ai-series tag-chatgpt\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/ai-is-more-than-a-chatbox\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MoreThanaChatBox-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522183 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MoreThanaChatBox-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MoreThanaChatBox-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MoreThanaChatBox-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-AI-MoreThanaChatBox.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/ai-is-more-than-a-chatbox\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">AI Is More Than a Chatbox<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Assistant 01<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-10<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">A simple \u201cInstalling faster-whisper&#8230;\u201d message inside ChatGPT sent me down a rabbit hole: where is the code actually running, what happens to uploaded files, and what does a cloud browser reveal about the infrastructure behind modern AI?<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/ai-is-more-than-a-chatbox\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><li class=\"kb-query-item kb-query-block-post post-522154 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-emerging-technology category-ai-learnings-series tag-ai-agents tag-ai-routing tag-ai-series tag-artificial-intelligence\"><div class=\"kb-query-item-flip-back\"><\/div>\n<style>.wp-block-kadence-image.kb-image368290_0f8eee-31:not(.kb-specificity-added):not(.kb-extra-specificity-added){margin-top:0px;margin-bottom:0px;}.kb-image368290_0f8eee-31.kb-image-is-ratio-size, .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{max-width:379px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image368290_0f8eee-31 .kb-image-is-ratio-size{align-self:unset;}.kb-image368290_0f8eee-31{max-width:379px;}.image-is-svg.kb-image368290_0f8eee-31{-webkit-flex:0 1 100%;flex:0 1 100%;}.image-is-svg.kb-image368290_0f8eee-31 img{width:100%;}.kb-image368290_0f8eee-31 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image368290_0f8eee-31\"><a href=\"https:\/\/jorgep.com\/blog\/stop-asking-how-smart-ai-is\/\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-StopAskingHowSmartAIis-768x288.jpg\" alt=\"\" width=\"768\" height=\"288\" class=\"kb-img wp-image-522158 \" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-StopAskingHowSmartAIis-768x288.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-StopAskingHowSmartAIis-300x113.jpg 300w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-StopAskingHowSmartAIis-1024x384.jpg 1024w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedImage-StopAskingHowSmartAIis.jpg 1300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><\/figure>\n\n\n<style>.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-md, 2rem);padding-bottom:var(--global-kb-spacing-md, 2rem);padding-left:var(--global-kb-spacing-md, 2rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column368290_4cad8b-ea > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_4cad8b-ea{position:relative;}@media all and (max-width: 1024px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column368290_4cad8b-ea > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_4cad8b-ea\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-dynamiclist.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);}.kb-dynamic-list.kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item{color:var(--global-palette1, #3182CE);font-size:12px;font-weight:bold;text-transform:uppercase;}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover, .kb-dynamic-list-id-368290_3b77a6-de .kb-dynamic-list-item a:hover{color:var(--global-palette2, #2B6CB0);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item{background:var(--global-palette7, #EDF2F7);}.kb-dynamic-list-id-368290_3b77a6-de.kb-dynamic-list-style-pill .kb-dynamic-list-item:hover{background:var(--global-palette8, #F7FAFC);}<\/style><ul class=\"wp-block-kadence-dynamiclist kb-dynamic-list kb-dynamic-list-id-368290_3b77a6-de kb-dynamic-list-layout-horizontal kb-dynamic-list-style-basic kb-dynamic-list-alignment-left kb-dynamic-list-link-style-none\"><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-emerging-technology\/\" class=\"kb-dynamic-list-item-link\">AI &amp; Emerging Technology<\/a><\/li><li class=\"kb-dynamic-list-item kb-dynamic-list-divider\"> | <\/li><li class=\"kb-dynamic-list-item\"><a href=\"https:\/\/jorgep.com\/blog\/category\/ai-learnings-series\/\" class=\"kb-dynamic-list-item-link\">AI Learnings Series<\/a><\/li><\/ul>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"]{margin-top:0px;margin-bottom:var(--global-kb-spacing-xxs, 0.5rem);text-align:left;font-size:26px;line-height:1.5;font-style:normal;color:var(--global-palette3, #1A202C);}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_34049a-43[data-kb-block=\"kb-adv-heading368290_34049a-43\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<a href=\"https:\/\/jorgep.com\/blog\/stop-asking-how-smart-ai-is\/\" class=\"kb-advanced-heading-link kt-adv-heading-link368290_34049a-43\"><h2 class=\"kt-adv-heading368290_34049a-43 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_34049a-43\">Stop Asking How Smart AI Is<\/h2><\/a>\n\n\n<style>.kadence-column368290_920826-92 > .kt-inside-inner-col{display:flex;}.kadence-column368290_920826-92 > .kt-inside-inner-col{row-gap:4px;column-gap:4px;}.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}.kadence-column368290_920826-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column368290_920826-92{position:relative;}.kadence-column368290_920826-92, .kt-inside-inner-col > .kadence-column368290_920826-92:not(.specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}@media all and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;align-items:center;}}@media all and (min-width: 768px) and (max-width: 1024px){.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}@media all and (max-width: 767px){.kadence-column368290_920826-92 > .kt-inside-inner-col{flex-direction:row;flex-wrap:wrap;justify-content:flex-start;}.kadence-column368290_920826-92 > .kt-inside-inner-col > *, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-image, .kadence-column368290_920826-92 > .kt-inside-inner-col > figure.wp-block-kadence-image{margin-top:0px;margin-bottom:0px;}.kadence-column368290_920826-92 > .kt-inside-inner-col > .kb-image-is-ratio-size{flex-grow:1;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column368290_920826-92 kb-section-dir-horizontal\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_186bc4-81[data-kb-block=\"kb-adv-heading368290_186bc4-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_186bc4-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_186bc4-81\">By Jorge Pereira<\/span>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"]{display:block;font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading368290_c792a5-1d[data-kb-block=\"kb-adv-heading368290_c792a5-1d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<span class=\"kt-adv-heading368290_c792a5-1d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading368290_c792a5-1d\">\u2022 2026-09-07<\/span>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-dynamichtml.kb-dynamic-html-id-368290_373513-72.kb-dynamic-html:not(.added-for-specificity){margin-bottom:var(--global-kb-spacing-sm, 1.5rem);}<\/style><div class=\"wp-block-kadence-dynamichtml kb-dynamic-html kb-dynamic-html-id-368290_373513-72\">The chatbot was only our introduction. The real transformation begins when AI becomes a partner in our everyday work. For the past several years, nearly every major AI conversation has revolved around intelligence. Those questions still matter, but I increasingly believe they are no longer the most important ones. The more interesting question is: How&#8230;<\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns368290_9b1e2f-16{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns368290_9b1e2f-16 .kt-button{font-weight:normal;font-style:normal;}.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns368290_9b1e2f-16 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns368290_9b1e2f-16\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button{color:var(--global-palette4, #2D3748);background:rgba(0,0,0,0);font-size:14px;line-height:1;font-weight:bold;text-transform:uppercase;padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;box-shadow:none;}.wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn368290_ae7db0-ce.kb-button:focus{color:var(--global-palette3, #1A202C);background:rgba(0,0,0,0);box-shadow:var(--kb-btn-shadow-hover, none);}<\/style><a class=\"kb-button kt-button button kb-btn368290_ae7db0-ce kt-btn-size-small kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/jorgep.com\/blog\/stop-asking-how-smart-ai-is\/\"><span class=\"kt-btn-inner-text\">Read More<\/span><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_arrowRight kt-btn-icon-side-right\"><svg viewBox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><line x1=\"5\" y1=\"12\" x2=\"19\" y2=\"12\"\/><polyline points=\"12 5 19 12 12 19\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/li><\/ul><\/div>\n\n<style>.wp-block-kadence-query-pagination519365_5928b7-9f .nav-links svg{width:1em;height:1em;}.wp-block-kadence-query-pagination519365_5928b7-9f nav{justify-content:center;}.wp-block-kadence-query-pagination519365_5928b7-9f .pagination .page-numbers svg{pointer-events:none;}<\/style><div class=\"wp-block-kadence-query-pagination wp-block-kadence-query-pagination519365_5928b7-9f\" data-scroll-target=\"card\"><nav class=\"navigation pagination\" aria-label=\"Posts pagination\">\n\t\t\t<h2 class=\"screen-reader-text\">Posts pagination<\/h2>\n\t\t\t<div class=\"nav-links\"><span aria-current=\"page\" class=\"page-numbers current\">1<\/span>\n<a class=\"page-numbers\" href=\"#\" data-page=\"2\" aria-label=\"Page 2\">2<\/a>\n<a class=\"page-numbers\" href=\"#\" data-page=\"3\" aria-label=\"Page 3\">3<\/a>\n<a class=\"page-numbers\" href=\"#\" data-page=\"4\" aria-label=\"Page 4\">4<\/a>\n<span class=\"page-numbers dots\">&hellip;<\/span>\n<a class=\"page-numbers\" href=\"#\" data-page=\"17\" aria-label=\"Page 17\">17<\/a>\n<a class=\"next page-numbers\" href=\"#\" data-page=\"2\" aria-label=\"Next, page 2\">Next<\/a><\/div>\n\t\t<\/nav><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"wp-block-paragraph\">&#8230;<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\"><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI is no longer exclusive to data centers and cloud services. With the right software and a decent PC, you can run powerful AI models right from your desktop. This means you can create content, analyze data, and experiment with cutting-edge technology without an internet connection, subscription fees, or privacy concerns. The future of AI&#8230;<\/p>\n","protected":false},"author":2,"featured_media":519366,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","ngg_post_thumbnail":0,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"class_list":["post-519365","page","type-page","status-publish","has-post-thumbnail","hentry"],"taxonomy_info":[],"featured_image_src_large":["https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Header-LocalAI-1200x630-1-1024x538.jpg",1024,538,true],"author_info":{"display_name":"Jorge Pereira","author_link":"https:\/\/jorgep.com\/blog\/author\/jorge\/"},"comment_info":0,"_links":{"self":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/comments?post=519365"}],"version-history":[{"count":10,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365\/revisions"}],"predecessor-version":[{"id":521021,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/pages\/519365\/revisions\/521021"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media\/519366"}],"wp:attachment":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media?parent=519365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}