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Frontier AI Needs a Proven Emergency Brake Before Scaling
Frontier companies should pause further scaling until an independently controlled shutdown system has passed demanding tests in real operating conditions.
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What Does AI’s Uneven Progress Mean for Everyday Users?
AI progress can look strangely contradictory from the outside, with chatbots mishandling simple requests while specialists tackle substantial technical work.
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What Is OpenAI’s Dot Doing When You’re Not Prompting It?
OpenAI describes dot as an always-on assistant that can pursue goals, research connected information, and work across projects around the clock.
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How to Set Safe Boundaries for AI Chatbot Use at Home
AI chatbots can support learning, creativity, planning, and everyday questions, while also creating privacy, safety, and security risks for a household.
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What Is Google’s Carbon Gemini 4 Model Testing?
Google is reportedly evaluating Carbon, an internal Gemini 4 variant aimed at stronger coding performance. The available evidence is early and limited.
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Meta’s Muse Lead May Be Distribution, Not Innovation
Meta’s Muse has made an unusually fast entrance into the personal AI market, with early downloads saying more about Meta’s reach than its technology.
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AI Data Centers Promise Jobs, but Deliver Surprisingly Few
The projects can consume as much power as entire towns while creating surprisingly few permanent jobs and receiving tax breaks worth billions.
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Did Sora Train on YouTube Videos Without Permission
The public record does not answer whether Sora used YouTube videos. OpenAI has not confirmed whether YouTube videos helped train Sora.
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AI Agents Need Supervision Before Touching Official Systems
The latest Claude incident shows why official forms need a human between an automated system and the final submit button.
