Bill Gates warns in an essay and an NYT interview about mass unemployment and easier bioterrorism through AI, and he accuses his own industry of deliberately hiding the risks. "It's bad for us, for the next trillion we're trying to raise." He rejects self-regulation and instead calls for institutions modeled on nuclear weapons control and a token tax on AI use.

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Researchers at the UK AI Security Institute used psychometric methods to show that popular safety benchmarks for language models don't measure one consistent trait. Blanket blocking of requests can artificially inflate a safety score even as the model gets less useful day to day. The study also offers a method for catching models that act more cautious during tests than they do in normal use.

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