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Anthropic reports progress on provable inference for large language models
Original: Progress on provable inference for large language models
Anthropic has published new research describing progress on provable inference for large language models, an approach aimed at giving mathematical guarantees about what models compute rather than relying only on empirical testing. The work is drawing attention from AI researchers and developers who see verifiable guarantees as a potential route to more trustworthy and safer model behaviour.
Why now: New research from a leading AI lab promises formal guarantees for language model outputs, a long-sought goal in AI safety.
Anthropiclarge language modelsprovable inference
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Evidence
- Progress on provable inference for large language models · ltononro · 232
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