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  • AI Services Market in SMB and SLED
    By Jorge Pereira • 2026-07-15
    A White Paper on Advisory, Delivery, and Agentic Transformation Positioning Statement AI is becoming a services-led transformation market, not just a software category. The organizations that win will be those that help buyers adopt AI with confidence, embed it into real workflows, and maintain value over time. If you want, I can next convert this…
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  • TwoTiny LLMs are Redefining Edge AI: Less than 1-Gigabytes
    By Jorge Pereira • 2026-07-07
    There is a quiet revolution happening right under our noses—or more accurately, right inside our pockets. For years, the narrative around Artificial Intelligence was “bigger is better.” Tech giants raced to build models with hundreds of billions of parameters, requiring massive server farms and nuclear-levels of electricity to run. But in early 2026, the pendulum…
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  • Training Your AI Assistants: What Your Agents / Chatbot Needs to Know in 2026
    By Jorge Pereira • 2026-07-04
    It’s a Saturday evening, and I am sitting with my laptop watching a new agent I am launching to help with one of my requests. It responds politely, but something feels off—like watching someone wear your jacket that doesn’t quite fit. The responses are technically correct but lack the nuance, warmth, and judgment that make…
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  • Industrial station with rows of transmission towers with curved wires on green meadow under blue sky

    The Parallels of Pioneering: Electricity in the 1800s and AI Today
    By Jorge Pereira • 2026-07-01
    Back in December 2025 I wrote a piece about the early days of flying and what the Wright brothers did What the Wright Brothers Can Teach Us About AI’s Future. Today I am writing this one about the early days of electricity. In our modern era, the development and deployment of artificial intelligence echo the…
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  • Unlocking the AI-Driven Future: Gartner ThinkCast Episode
    By Jorge Pereira • 2026-06-30
    If you’re like me, always on the lookout for insights that challenge conventional thinking and offer fresh perspectives, then the latest episode from Gartner ThinkCast is a a great one that talks about reshape your understanding of AI in the corporate world, you don’t want to miss. Podcast Episode: “The Core Premise: Moving Past the…
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  • Understanding the Fable 5 Situation: AI Jailbreaking
    By Jorge Pereira • 2026-06-29
    The Fable 5 situation represents a significant moment in the ongoing discourse around AI safety and vulnerabilities. Beyond highlighting the challenges of preventing sophisticated jailbreaks, it intensified discussions among AI developers, security researchers, and policymakers about balancing powerful AI capabilities with effective safeguards. I needed to understand this move, so I researched it a bit…
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  • Disaggregated Inference: Future of LLM Serving
    By Jorge Pereira • 2026-06-28
    If you’ve ever wondered why your AI chatbot suddenly slows down when you feed it a massive 50-page PDF, you’ve encountered a fundamental bottleneck in modern AI infrastructure. For years, we’ve served LLMs like a one-person kitchen: the same chef (GPU) does all the prep work and all the cooking. But as companies start deploying models at…
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  • The Fable 5 Situation
    By Jorge Pereira • 2026-06-27
    The “Fable 5 Incident” refers to a major, unprecedented national security intervention by the US government that forced AI lab Anthropic to abruptly pull its most advanced artificial intelligence models, Claude Fable 5 and Claude Mythos 5, from public and commercial access. The event marked the first time a Western government directly intervened to shut…
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  • Why the Best AI Isn’t One Giant Brain—It’s a Team of Specialists
    By Jorge Pereira • 2026-06-26
    When most of us think about Artificial Intelligence, we picture a single, all-knowing brain. We type a question into a chatbot, and a massive, incredibly smart engine spits out an answer. It’s easy to assume that the secret to a great AI application is simply finding the biggest, smartest, most powerful AI model on the…
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  • Microsoft Copilot Evolution – July 2026 UPDATE
    By Jorge Pereira • 2026-06-25
    Copilot isn’t a single product or a single price — it’s a whole family. Free Copilot is exactly that: free. For personal Microsoft 365 apps, Microsoft 365 Premium is the consumer AI plan (it replaced Copilot Pro in late 2025). For workplace data and enterprise context, Microsoft 365 Copilot runs at $30/user/month. If you’re building…
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  • The Most Expensive Model: o1-Pro Deep Reasoning
    By Jorge Pereira • 2026-06-24
    The AI landscape has shifted from a race for sheer size to a race for deep reasoning. In this new era, one model stands alone as an absolute financial and computational outlier: OpenAI’s o1-Pro. As of June 2026, priced at a “reasonable” – just kidding – an astronomical $150.00 per million input tokens and $600.00…
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  • Demystifying AI Loops: How Modern AI Learns to Self-Correct
    By Jorge Pereira • 2026-06-22
    If you have used a standard AI chat interface, you are probably familiar with traditional prompting. You type a question, wait a few seconds, and get an answer. If the answer is wrong, you type another prompt to fix it. This is called “single-shot” prompting, and while it feels magical at first, it has a…
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This is my personal site and blog. I post bits and pieces about myLife, myWork, myJourney. They are interesting to me but make them available in the hopes someone else will them interesting, useful and enjoyable!

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