Sleeptime memory consolidation: an agent that edits its own memory and proves it still remembers

说明与用途

Nocturne 通过四个记忆块的处理过程，使用 LLM 提案并进行门控，保持审计记录，并通过测验验证记忆的可回忆性，实现了受控的遗忘。

问题

Agent memory is either an append‑only log that grows too large or a lossy summary that silently rewrites history, preventing deliberate, auditable forgetting and proof that recall still works.

结果

All 18/18 verification checks passed with exit 0, demonstrating that the agent can audibly forget while proving recall remains intact.

工作流

• Chat with the agent mixing signal and noise
• Press Sleep to trigger four passes (Dedupe → Merge → Promote → Forget)
• Each pass calls an LLM to propose changes, which are gated and applied or rejected
• Snapshots before and after each pass are taken
• Diff view shows kept/changed/forgotten items with reasons
• Press Wake to run a quiz of five recall questions and one forgetting question

证据

The model proposes. The code applies.

来源

Everything in this post is from the run in the repo: 18/18 verification checks, exit 0.

来源

A rejected proposal is never swallowed. It shows up in the per-pass counts, in the diff panel under Rejected mutations, and in the mutations table with its rejection_reason.

来源