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Anthropic, of the all the top labs, spends the least on and believes the least in human data collection (“it’s not scalable path”). Interesting research result if you push on without it: (another interesting research direction is how we learn more from the pretraining data we already have)
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New Anthropic research: We elicit capabilities from pretrained models using no external supervision, often competitive or better than using human supervision. Using this approach, we are able to train a Claude 3.5-based assistant that beats its human-supervised counterpart. https://t.co/p0wKBtRo7q

jiaxinwen22 ↗
Library as of 2026-10-22