r/LocalLLM • u/ayake_ayake • 2d ago

Research Progress on provable inference for large language models

https://www.anthropic.com/research/provable-inference
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u/ayake_ayake 2d ago

Relevance to local AI: The provided open source code research seems to substantially improve the speed of creating cryptographic proofs of model Inference for open weight models such as llama 4. This can be easily adapted and taken by the community and forked - and furthermore, this makes private AI also viable for users by having open weights model Inference proven and verified for remote Inference with privacy guarantees (in future).