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

Описание и применение

Nocturne реализует управляемое забывание памяти агента, используя четыре прохода над блоками памяти и проверку LLM‑предложений, сохраняя аудит и подтверждая, что память всё ещё отвечает на вопросы.

Задача

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.

Результат

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

Рабочий процесс

• 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

Доказательства

The model proposes. The code applies.

Источник

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

Источник

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.

Источник