What Is ARC-AGI — and Why Is It So Hard for AI to Beat?
ARC-AGI is a benchmark of puzzles and games that are easy for humans but hard for AI, built to measure genuine reasoning instead of memorized knowledge.
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Artificial general intelligence (AGI) refers to AI that can match human ability across virtually any intellectual task, rather than being narrow to one job. Researchers, labs, and companies disagree sharply on how it should be defined and how anyone would know it had arrived. This hub gathers news and explainers on the AGI debate and the claims made around it.
ARC-AGI is a benchmark of puzzles and games that are easy for humans but hard for AI, built to measure genuine reasoning instead of memorized knowledge.
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Ilya Sutskever's secretive AI lab has no product, no revenue, and a $32 billion valuation. Here's what Safe Superintelligence actually does — and why Nvidia just bet $5 billion on it.
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The Turing Test asks whether a machine's conversation can fool a human judge. Here's how Alan Turing's 1950 thought experiment works, and what a 2025 study found when it tested GPT-4.5.
Read more →Demis Hassabis called for a US-led, industry-funded body to test frontier AI models before release, arguing AGI is now only a few years away.
Read more →AGI means an AI that matches human ability across virtually any task — but researchers, labs, and even contracts disagree sharply on how anyone would prove it's here.
Read more →Chinese AI startup MiniMax closed a $2 billion share-and-bond sale after its stock plunged on an IPO lockup expiry, with founder Yan Junjie vowing to forgo salary until AGI is achieved.
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