Veristio Crucible

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  Structured audit record providing traceable reasoning behind the governed decision.

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  Governed verdict showing claims, assumptions, evidence gaps, and HOLD_FOR_EVIDENCE outcome.

Veristio Crucible is an AI-assisted reasoning system designed to improve confidence in AI-generated conclusions through structured adversarial review.

Rather than accepting AI output at face value, Crucible evaluates it through a governed challenge process. It identifies claims, assumptions, evidence gaps, uncertainty, and alternative explanations before producing an auditable verdict.

The Build Week Competition Edition demonstrates a bounded workflow that:

accepts AI-generated reasoning, extracts material claims, identifies assumptions, challenges unsupported assertions, highlights evidence gaps, produces counterarguments, issues governed verdicts such as PASS, HOLD_FOR_EVIDENCE, or REJECT, generates an auditable challenge record.

The project demonstrates how AI can be used not only to generate information, but also to critically evaluate AI-generated reasoning before important decisions are made.

Built With

• api
• codex
• css
• git
• github
• gpt-5.6
• html
• javascript
• python
• responses