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Global Tech Council
Michael Willson

Michael Willson

297 articles published

SME AI Accelerator
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SME AI Accelerator

Small and medium-sized enterprises keep most economies running, which is a polite way of saying they carry a lot of responsibility with not nearly enough spare time. AI is supposed to help, but for many SMEs it still feels like something built for companies with data teams, budgets, and weeks to…

OpenAI’s In-house Data Agent
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OpenAI’s In-house Data Agent

Most people still think “AI + data” means a chatbot that can spit out a SQL query and then confidently explain whatever numbers fall out. That’s cute, in the way a toy steering wheel is “driving.” OpenAI’s in-house data agent is something else: an internal system designed to help thousands of…

Google AI Pro
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Google AI Pro

Google AI Pro is Google’s paid AI subscription designed for people who want AI embedded directly into their everyday tools, not separated into a standalone chatbot. It replaces the older Google One AI Premium plan and brings together advanced Gemini models, AI features across Google apps, creative…

OpenAI Merchant Tools
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OpenAI Merchant Tools

OpenAI merchant tools are OpenAI’s push to move ChatGPT beyond product research and into real transactions. Instead of stopping at recommendations, ChatGPT can now surface products, show buying options, and in some cases let users complete a purchase directly inside the chat. From a systems point…

How to 3x Your Profit with Deep AI Integration?
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How to 3x Your Profit With Deep AI Integration?

If you are asking how to 3x your profit with deep AI integration, the real answer is not about better prompts or newer models. The gap between companies winning with AI and those struggling is structural. A small group treats AI as part of the operating system of the business. Most treat it as an…

Personal Intelligence in Google AI Mode
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Personal Intelligence in Google AI Mode

Personal Intelligence in Google AI Mode is Google Search’s move toward answers that feel less generic and more aware of who you are. Instead of relying only on public web pages, AI Mode can use your past activity and, if you explicitly opt in, selected personal data to tailor responses. To…

Google AI Overviews Cite YouTube the Most
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Google AI Overviews Cite YouTube the Most

Google AI Overviews are citing YouTube more than any other single domain, and this is not anecdotal. Large scale citation studies now show YouTube consistently appearing as the top cited source across multiple datasets. From a systems perspective, this shift matters most to people approaching…

OpenAI's Single Database to Handle 800 Million Users
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OpenAI’s Single Database to Handle 800 Million Users

OpenAI’s claim that ChatGPT is supported by a single primary database raised eyebrows across the engineering world. At face value, it sounds risky. In reality, it is a carefully controlled architecture choice that prioritizes consistency, predictability, and operational discipline over flashy…

Meta’s Internal Models
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Meta’s Internal Models

Meta’s internal models are not one single AI system. They fall into two clearly separated layers: employee-only systems used inside Meta, and public models and assistants released to developers and users. If you are approaching this from a systems and architecture angle, this separation is exactly…

AGI Timeline Shifts Forward
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AGI Timeline Shifts Forward

The idea that AGI is far away is fading fast. What has changed recently is not public hype, but how openly AI lab leaders talk about timing. At global policy and industry forums in early 2026, timelines once framed in decades were discussed in years. That shift matters because it changes how…

What is a Tech in Gaming?
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What is a Tech in Gaming?

“Tech” in gaming has three practical meanings that show up in real studios and real player communities. It can mean the technology stack that makes a game run, the technical roles that build and maintain that stack, and the gameplay idea of “tech” as progression or technique. The same short word…

New Gaming Tech
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New Gaming Tech

New gaming tech is no longer just about better graphics or faster consoles. It is about how games are built, delivered, and experienced across devices, locations, and industries. From AI-assisted development to cloud-based platforms and next-generation hardware, gaming technology has entered a…