cryptography
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CommitLLM: How to Verify an LLM Inference
LLM APIs ask you to trust that the provider ran the model and settings they advertise. CommitLLM adds cryptographic receipts and audits without zero-knowledge prover costs.
Zero-Knowledge Proofs and the Economics of Verification
The proving-verification asymmetry in zero-knowledge proofs is what makes them economically meaningful: proving is expensive, verification is cheap, and that gap changes what systems can be built without trust.