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Global Tech Council
Michael Willson

Michael Willson

297 articles published

The Shifting AI Race
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The Shifting AI Race

The AI world is moving so quickly that even people who follow it closely feel like their footing slips every few weeks. One big announcement resets expectations, a surprise model release shifts confidence, and suddenly the winner of last month feels less secure. It shows an AI landscape that is not…

RAG vs CAG
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RAG vs CAG

Retrieval Augmented Generation and Context Autonomous Generation represent two distinct approaches in modern AI system design. While they are often mentioned together, they solve entirely different operational problems and enable different levels of intelligence. Organizations preparing to deploy…

What is Claude Code?
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What Is Claude Code?

Claude Code is an advanced agent driven development environment designed to help engineers work faster, reduce repetitive tasks and increase accuracy across the software lifecycle. It is more than a code assistant. It behaves like a virtual teammate that can read complex repositories, understand…

LLM vs Agent
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LLM vs Agent

As AI systems become more capable, organizations are discovering that large language models and AI agents are not two versions of the same technology. They represent different layers of intelligence, solve different categories of problems and require different implementation strategies. Companies…

what people do with AI
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What People Do With AI

If you look at how people actually use AI at work today, a pattern appears. It is not about sci-fi robots or magical predictions. It is about busy professionals trying to get through their day with a little less friction and a lot more clarity. For many of them, AI has gone from “interesting…

How to Create Claude Skills?
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How to Create Claude Skills?

Claude Skills have become one of the most important additions to the modern AI workflow ecosystem. Anthropic designed Skills to help users turn recurring tasks into structured, reusable modules that Claude can load automatically when needed. Instead of rewriting instructions or repeating long…

Google ADK
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Google ADK

Google ADK has become one of the most anticipated developments in Google’s next wave of AI centred hardware. Even though full documentation has not yet been published, there is enough public information from Gemini model updates, Google I O sessions, hardware research papers and developer community…

What Over a Thousand Professionals Say About AI
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What Over a Thousand Professionals Say About AI

Artificial Intelligence is becoming part of every workplace conversation, but most discussions online are driven by hype, fear, or speculation. What rarely gets attention is something far more valuable: what everyday professionals actually experience when they use AI. When you listen to more than a…

AI and Its PR Problem
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AI and Its PR Problem

Artificial Intelligence has never moved faster, yet public trust in AI has never been lower. This is one of the strangest paradoxes of our time. Even as AI models become smarter, more reliable, and more helpful, the general public is becoming more skeptical. The sentiment that once defined the…

Is ChatGPT Showing Ads?
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Is ChatGPT Showing Ads?

Over recent weeks, users across social platforms began sharing screenshots that seemed to show ads appearing inside ChatGPT conversations. These images included product references, branded suggestions and promotional-looking prompts. At the same time, developers analyzing the ChatGPT Android app…

AI to Replace 12% Work?
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AI to Replace 12% Work?

Artificial Intelligence is advancing so quickly that even experts are struggling to keep up with what is hype and what is real. One of the biggest conversations right now is around a major new study claiming that AI can replace about 11.7% of all existing work tasks. At first glance, that number…

Lessons From Amazon's AI Strategy
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Lessons From Amazon’s AI Strategy

Amazon’s AI strategy has become one of the most important stories in the tech world. While Google and OpenAI dominate model headlines, Amazon has been quietly building a different kind of AI advantage, one rooted in infrastructure, scale, and long-term business alignment. If you look closely, the…