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Blockchain Council
Michael Willson

Michael Willson

1592 articles published

AGI Timeline Shifts Forward
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AGI Timeline Shifts Forward

AGI timeline shifts forward is not a vibe or a Twitter rumor. It is coming straight from the leaders running top AI labs, speaking publicly at Davos in January 2026, with timelines that are now measured in years, not decades. In plain terms, two of the most influential voices in AI are no longer…

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 very different buckets. One bucket is employee-only AI models and tools that Meta staff use internally and that the public cannot sign up for. The other bucket is public-facing models and tools that Meta releases openly or…

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

Google AI Overviews really are citing YouTube a lot, and the strongest proof comes from recent datasets that counted citations at scale. One widely shared study analyzed 50,000 plus health-related queries in Germany and counted every cited source inside AI Overviews. In that dataset, YouTube was…

Google AI Pro
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Google AI Pro

Google AI Pro is Google’s paid AI subscription for everyday users who want stronger AI tools built directly into Google’s ecosystem. It replaces the old “Google One AI Premium” name and bundles Gemini upgrades, AI inside Google apps, creative tools, higher research limits, and cloud storage into…

How to Use Clawdbot?
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How to Use Clawdbot?

Clawdbot is a self-hosted personal AI assistant that runs on your own machine or server. Unlike a normal chatbot, it can connect to tools, work with files, trigger automations, and operate through chat apps you already use. The idea is simple. You talk to it like an assistant, and it can actually…

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 way of making AI answers feel less generic by using your own context, not only public web pages. If you want the quick answer: it personalizes AI Mode using your past activity, and if you opt in, it can also reference Gmail and Google…

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 wondering how to 3x your profit with deep AI integration, the uncomfortable truth is this. AI does not fail evenly. A small group of companies are pulling far ahead, while most organizations feel stuck, frustrated, or disappointed. The difference is not the model. It is how deeply AI is…

OpenAI Merchant Tools
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OpenAI Merchant Tools

OpenAI merchant tools are OpenAI’s way of turning ChatGPT from a place where people research products into a place where they can actually buy them. Instead of stopping at recommendations, ChatGPT can now surface products, show buying options, and in some cases let users complete a purchase without…

Clawdbot (Moltbot)
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Clawdbot (Moltbot)

Clawdbot is showing up everywhere right now because it promises something most AI tools still fail at. It is not just another chat window. It is an AI assistant that can actually do things on your computer and across your apps, while still being private and self-hosted. If you are coming from an AI…

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

OpenAI revealed that its backend infrastructure is now built to support around 800 million ChatGPT users, and one part of that announcement caught everyone’s attention. The company described running a single primary database that supports ChatGPT at massive global scale. This does not mean…