Series: AI Learnings
Artificial Intelligence is now a daily conversation topic and is in everyone’s mind one way or another. The learning can be simple or steep and complex depending on where you want to take it.
Here is a list of blog posts that I have written on this topic as I learn and try to keep up with this amazing technology landscape which is changing every day. Simply amazing.
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Related Blog Posts on AI
The Economics of Intelligence (Jan 2026)
Choosing the right LLM isn’t just about performance anymore—it’s about the economics of scale. As we enter 2026, the cost of intelligence is dropping, but the volume of tokens being “burned” is skyrocketing. If you are building an AI-powered application today, understanding the nuances of token consumption is the difference between a profitable product and…
The Evolution of AI Coding Assistants (as of December 2025)
It has been fascinating to watch the transition from the early days of simple scripts to the complex, self-hosted ecosystems we manage today. If you’ve been following the AI space for any length of time, you know that for years, AI was essentially a “power tool”—something that helped you work faster but still required you…
Understanding RAG ChatBot Operating Costs: A Practical Guide
Back in 2024 I wrote a blog post: How Much Does It Cost to Operate AI ChatBots? Today I am updating it with a bit more knowledge and information and pointing you to the calcultor I have created and use to explain this concept. Introduction Building a Retrieval-Augmented Generation (RAG) chatbot is an exciting venture,…
Beyond the Chatbot: Understanding the World of Digital Humans
As we navigate late 2025, the AI landscape evolves with lifelike avatars—Digital Humans—transforming business interactions. Discover their potential and key technologies.
Google Antigravity Additional Terms of Service
Google Antigravity Additional Terms of Service BY CLICKING “I ACCEPT,” SIGNING AN ORDER FORM THAT REFERENCES THESE TERMS OFSERVICE, OR BY DOWNLOADING, INSTALLING, OR OTHERWISE ACCESSING OR USING THEGOOGLE ANTIGRAVITY SERVICES (HEREIN REFERRED TO AS THE “SERVICE”), YOU AGREETHAT YOU HAVE READ AND UNDERSTOOD, AND, AS A CONDITION TO YOUR USE OF THESERVICE, YOU AGREE…
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The Two Worlds of Search: Web Results vs. Vector Databases
To understand how to build a truly effective AI agent, you must first acknowledge the core constraint of the Large Language Model (LLM) itself. “LLMs are ‘frozen’ in time as of their training data (The Training Cut-off).” Think of an LLM as a massive, read-only database. During its “training” phase, it reads a significant portion…
AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
Understanding LLM Mixture of Experts (MoE)
When you hear about the latest large language models (LLMs)—like GPT-4, Claude, or Gemini—it’s easy to feel overwhelmed by their sheer scale. These models contain billions, sometimes trillions, of parameters. This incredible size is what gives them their broad capabilities—from writing code and summarizing texts to answering complex questions and creating poetry. But that scale…
How OpenAI is Consolidating Models into GPT-5
Back in August I wrote about The Launch of GPT-5: A New Leap in AI Intelligence and before that OpenAI Slashes o3 Model Prices by 80%: What It Means This time I am writing about how the very confusing naming convention OpenAI Models is now consolidating into one. For years, developers and businesses have managed…
AI Is Changing the Game for SMBs in 2025
Artificial intelligence (AI) is no longer just a buzzword for small and medium businesses (SMBs)—it’s rapidly becoming central to how they operate, compete, and grow. The past two weeks have brought a surge of news and studies highlighting AI’s transformative effects. Here’s what’s most important for SMBs right now. Check out my Resources for Learning…