WYSE - Remember Why

Описание и применение

WYSE использует графы обоснований, чтобы отслеживать причины, по которым агент запомнил факт, и при обнаружении подделки корректно инвалидирует только подверженные доказательствами утверждения, сохраняя остальные и помечая затронутые решения.

Задача

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

Результат

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.

Рабочий процесс

• 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.

Доказательства

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

Источник

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

Источник

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

Источник

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

Источник