PROVENANCE is now live.
I built PROVENANCE to address a simple problem: AI can produce convincing answers, but how do we know whether the reasoning behind those answers can actually be trusted?
PROVENANCE makes AI reasoning more transparent by connecting:
SOURCE → EVIDENCE → CLAIM → CONCLUSION
The platform visualizes evidence relationships, highlights verified and contradictory information, and introduces conclusion stress testing to examine how conclusions respond when supporting evidence is challenged or changed.
This project represents my exploration of trustworthy, explainable, and auditable AI — moving beyond simply asking an AI for an answer toward understanding the evidence behind it.
Live Demo: https://provenance-evidence.netlify.app/
GitHub: https://github.com/AafiyaaBegam/provenance-evidence
Demo Video: https://youtu.be/Z1uS2vfkBYA
Built as part of the Agentic Cinema: The Blockbuster Hackathon.
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