WYSE - Remember Why

说明与用途

WYSE 使用证明图来跟踪代理为何相信某个事实，并在证据失效时仅使受影响的声明失效，保留有效知识，并标记受影响的决策。

问题

Agent memory systems store facts but not the reasons they were believed, so when evidence is invalidated they cannot determine which decisions remain valid.

结果

In a benchmark of 70 claims and 20 decisions with 12 sources, WYSE achieved 100 % valid claim preservation, 100 % withdrawal precision, 0 % missed bad decisions, and 100 % correct decision labeling, outperforming plain memory and delete‑cascade baselines.

工作流

• 1. Quarantine the forged source and mark it atomically.
• 2. Recompute support for all claims; claims lacking valid justifications are invalidated.
• 3. Retrieval gateway withholds text of fallen claims.
• 4. Label every decision that relied on affected claims as correction, compensation, or review.
• 5. Log the incident with full result details.

证据

Delete the fact and you have fixed one row. The summary still carries it. The decision still stands.

来源

In WYSE, nothing is a bare fact. A claim is supported by justifications, and a justification is a node in a graph.

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Quarantine the forged page and WYSE does five things: ...

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Plain memory leaks everything derived. Delete‑cascade is safe but throws away nearly half the valid knowledge. WYSE matches the oracle.

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