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Global Tech Council

AI

Browse the latest ai articles, tutorials, and research from Global Tech Council.(516 articles)

TOON vs JSON
Michael Willson

TOON vs JSON

Every serious AI system today runs on structured data. For years, JSON format has been the default way to move that data between services, APIs, and frontends. It is readable, flexible, and well supported. But when models like GPT, Claude, and Gemini became the primary consumers of this data,…

TOON
Michael Willson

TOON

Token Oriented Object Notation, often shortened to TOON, is a compact way to represent structured data for AI systems. Where JSON was designed for humans reading APIs on screens, TOON format is built for language models that read tokens. It keeps the structure, but cuts the clutter. Many developers…

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Michael Willson

Gemini 3 vs Other AI Models Compared

The AI world is moving at a speed that feels almost unreal. Every few weeks, a new model appears and resets expectations about what is possible. But the launch of Gemini 3 has created a very different kind of moment. This release did not just introduce another upgrade. It changed the tone of…

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Michael Willson

This AI Scientist Does 6 Months of Work in a Day

Artificial Intelligence has taken on many roles over the last few years. It has written code, drafted legal documents, summarized research, planned projects, and helped creators design apps without ever touching a traditional IDE. But something very different is emerging now. We are entering a…

How Can Creators Protect Their Work From AI Scraping?
Michael Willson

How Can Creators Protect Their Work From AI Scraping?

The rise of generative AI has brought with it a new problem: widespread scraping of online content to train models. Articles, images, and even entire datasets are pulled from the web—often without the consent of the creators who made them. This practice sparks concerns about copyright, control, and…

Gaming Capitalism in a Tech Firm
Michael Willson

Gaming Capitalism in a Tech Firm

Gaming capitalism in a tech firm describes how modern technology companies borrow the logic, language, and mechanics of video games to organize work, motivate employees, and measure productivity. Instead of relying only on job descriptions, fixed schedules, or annual reviews, these firms turn…

What Is Tech Gaming?
Michael Willson

What Is Tech Gaming?

Tech gaming refers to the rapidly evolving world where gaming and advanced technology meet. It is the part of the gaming industry driven by engines, cloud systems, artificial intelligence, real time rendering, immersive interfaces and backend platforms that enable large scale, interactive digital…

Grok Business and Enterprise plans
Michael Willson

Grok Business and Enterprise Plans

xAI launched Grok Business and Grok Enterprise in early January 2026 to move Grok from individual use into team and enterprise work. In simple terms, these plans are designed for companies that want stronger admin control, better security options, and practical integrations, not just a chat tool…

Context Graphs
Michael Willson

Context Graphs

Context graphs explain how modern AI systems understand decisions inside real organizations. Not prompts. Not demos. Real business decisions that affect money, customers, compliance, and trust. As AI moves from answering questions to taking actions, one problem becomes obvious very fast. The issue…

China selling AI workers
Michael Willson

China Selling AI Workers

Across offices, factories, government buildings, and online marketplaces in China, a new kind of worker is already active. It does not sit at a desk or log working hours. Instead, it processes documents, answers customers, analyzes data, and executes workflows continuously. This is what headlines…

The Role of Data Science in Fighting Bias in AI Models
Michael Willson

The Role of Data Science in Fighting Bias in AI Models

Artificial Intelligence has become a powerful decision-making tool across industries. But along with its benefits, it brings risks—one of the biggest being bias. AI models can unintentionally favor or disadvantage certain groups, leading to unfair outcomes in healthcare, hiring, finance, and more.…

Generative AI Storytelling – Data Science Meets Creative Narratives
Michael Willson

Generative AI Storytelling – Data Science Meets Creative Narratives

Stories are how humans make sense of the world. From myths to movies, narratives shape culture, influence decisions, and inspire change. Today, artificial Intelligence is entering that space. Generative AI storytelling blends algorithms with imagination to create narratives that can be text-based,…