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Anthropic is pretty notorious for peddling hype. This is a marketing article - it has not undergone peer-review and should not be mistaken for scientific research.

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it has a proper paper attached right at the beginning of the article

It’s not peer-reviewed, and was never accepted by a scientific journal. It’s a marketing paper masquerading as science.

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