epistemic-check

To audit AI answers for reasoning traceability, you validate responses against a formal contract using a three-phase audit checking format, causal logic, and comparative accuracy to surface violations and minimal repairs.

Epistemic integrity validation is the process of auditing Q&A responses against a formal contract to ensure reasoning traceability and safety, checking structure and content to report phase-level issues and necessary repairs.

Check compliance contract violations by running the response through a three-phase audit evaluating format, causal reasoning, and comparative data to identify specific issues and generate minimal repairs.

Yes, you can use automated validation for interactive QA and assistant prompts by providing a sample question and answer pair to analyze against the epistemic contract, outputting a verdict and repairs for governance.

The best way to identify minimal repairs for unsafe reasoning outputs is applying a comparative audit phase that evaluates the response against the epistemic contract, reporting targeted fixes for any detected violations.

You should avoid a three-phase format causal comparative audit when evaluating open-ended creative text lacking factual queries, as the epistemic contract requires traceable reasoning and structured safety compliance validation.