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provenance-audit

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Zhuyuyangyy / llm-autoresearch-pipeline

Adversarial review + provenance-audit pipeline for LLM-generated research. Catches fabrication, self-overconfidence, and data-layer inflation.

calibration autonomous-research llm-evaluation adversarial-review agent-pipeline fabrication-detection provenance-audit

Updated Jun 13, 2026
Python

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