Taskmaster
track — All Things Agentic Hackathon
Thinking in evidence.
Guarding what's true.
Guarding what's true.
No chatbot lies.An autonomous agent that catches and fixes bad data before it becomes an answer.
The problem
Your knowledge base is trusting documents it never checked.
Model collapse, one doc at a time
AI-generated content keeps feeding back into the same knowledge base. Each generation compounds the last, quietly degrading factual grounding.
Chatbots cite what they're given
A RAG system is only as honest as its index. Once a synthetic, unsourced, or stale claim gets in, every answer built on it inherits the lie.
Nobody's watching the ingest pipe
New docs land in the knowledge base every day. Without a gate, provenance and freshness checks never happen until a customer catches the mistake.
Guard your knowledge base before it lies to someone.
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