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Vector Institute for Artificial Intelligence, Toronto, Canada
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Attribution-based XAI, effective for static models, falls apart when explaining agentic AI, highlighting the need for trajectory-level diagnostics to understand failures.
LLMs can be five times more truthful with a simple tweak to DPO that prioritizes factual correctness over fluency.
