safety
The Predictor Could Prove Its Probabilities Fit Together
An interactive proof checks exponentially many implicit conditional claims while reading only a few circuit and proof locations.
Summary
An interactive proof checks exponentially many implicit conditional claims while reading only a few circuit and proof locations.
The theoretical construction gives a polynomial-time verifier access to one untrusted prover and a sparse witness distribution. It is a complexity result and first step toward certifiable probabilistic predictors, not a deployed safety system.
Why it matters
An interactive proof checks exponentially many implicit conditional claims while reading only a few circuit and proof locations.
Limits and context
- It is a complexity result and first step toward certifiable probabilistic predictors, not a deployed safety system.
Key claims
An interactive proof checks exponentially many implicit conditional claims while reading only a few circuit and proof locations.
Qualification: It is a complexity result and first step toward certifiable probabilistic predictors, not a deployed safety system.
Evidence: source-2026-08-12-018
Sources
- arXiv preprint 2608.11181arXiv · primary research
Corrections
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