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vedant33/supersede-demo

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Supersede Supersession Demo

An interactive look at supersession: across a multi-session chat a fact changes, and the agent must answer with the current value, not a superseded one. Browse real episodes from the Supersede RL environment and see the current answer vs. the superseded traps.

GRPO training on this environment lifts held-out supersession accuracy on LongMemEval (knowledge-update, oracle) from 9.0% โ†’ 16.7% (Qwen2.5-3B-Instruct).

๐Ÿ“„ Paper ยท ๐Ÿค– Model ยท ๐Ÿ“Š Dataset ยท ๐Ÿ’ป GitHub