Papers.

Preprints from the lab. Each result is formally machine-checked and empirically measured on a production engine, and together they constitute the technical foundation for the rest of this site.

Permissionless Verified Inference Without a Correctness Bond

A mechanism for trust-minimized language-model serving over untrusted hardware.

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Trajectory Commitments

Cheap verifiable inference for diffusion and codec models.

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Zero-Bond Deterrence

When verification is cheap, the correctness bond is redundant.

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