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.
Quick Links: Resources for Learning AI | Keep up with AI | List of AI Tools
Related Blog Posts on AI
Building Your Local AI Lab: Single Docker Image
Ollama, Open WebUI and n8n on Windows Hosting your own AI models is no longer just for Linux gurus. With Docker Desktop on Windows, you can run a professional-grade automation and chat suite—n8n, Ollama, and Open WebUI—all on your own hardware. In this guide, we will set up a “Generic” configuration that makes it easy…
AI Agents: Value Justification Dilemma
It is March 2025 and many organizations have already realized that AI is a strategic business transformation imperative. Many early adopters across industries have moved beyond viewing AI as merely an operational efficiency tool to recognizing it as a fundamental driver of competitive advantage. Companies that initially leveraged AI for efficiency and automation have now…
Universal Income: Economic Security in a Changing World
Universal Income (UI) refers to a government program that provides all citizens with a regular, unconditional payment, regardless of their income or employment status. Its primary goals are to guarantee a minimum standard of living, reduce poverty, and narrow economic inequality. By ensuring equitable access to basic resources, Universal Income aims to foster a more inclusive…
Microsoft Copilot for Microsoft 365 / Excluding files & Sites
As many organizations are engaging in Implementing Microsoft Copilot, a question I often get asked which I thought I would document for reference. Microsoft Copilot for Microsoft 365 is a powerful tool that leverages AI to assist users in various tasks. However, there might be instances where you want to exclude certain files or documents…
Diffusion LLMs: Are they The Next Wave ?
Over the past couple of years, we have witnessed an incredible evolution in artificial intelligence. From simple chatbots to sophisticated language models that can write, translate, and even generate new content including software! The progress has been nothing short of breathtaking, and as soon as you know something, it changes or there is some new…
Should You Pursue a Career in Software Development in 2025? An Honest Look
A familiar question echoing around dinner tables, group chats, and family gatherings—especially from the younger generation these days: “Should I go into software development?” It’s a fair question, and it deserves an honest answer, not a sugar-coated one. Here’s what my general answer is: Yes, software development can still be a rewarding career, but it’s…
Vibe Coding: Beyond AI Code Completion
Many of us have already experienced the power of AI to help write code. Tools that suggest lines of code, fix syntax errors, and even generate entire functions are becoming commonplace. But “vibe coding” is something different. It’s a leap beyond simple assistance, offering a way to build entire applications, websites, and tools by simply…
What is Inference and Why Does it Matter
I wrote a basic post about What is AI inference last year last year, but lately, in the world of artificial intelligence, the term “inference” often pops up. I do not think I have seen an article lately in which the word has not been used. It is time to revisit what it is, why…
Copilot+ PCs vs AI PCs: What’s the Difference
Copilot+ PCs vs AI PCs: What’s the Difference—and Why It Matters The personal computer is going through its biggest transformation in decades. With artificial intelligence moving from the cloud directly onto devices, terms like “AI PC” and “Copilot+ PC” are starting to show up everywhere. While they may sound interchangeable, they’re not the same—and understanding…









