《Memory》让模型在 session 间积累知识:Sonnet 4.6 停在第1步,Fable 5 达73%覆盖率
Fable 5 跨 session 记忆覆盖率73%
《Memory》方法让模型在多个 session 间积累知识,路径分为失败、调查、验证、提炼规则、查用规则五步。
Sonnet 4.6 仅完成第1步(记录失败但不查询);
Opus 4.7 可到第3步,但校验覆盖率仅7–33%;
Fable 5 能走完全程,验证覆盖率最高达73%。该方法旨在提升模型跨会话知识复用能力。
4/🧠 《Memory》让模型在 session 间积累知识 进展路径:失败→调查→验证→提炼规则→查用规则。 Sonnet 4.6 停在第 1 步(记失败,不查);Opus 4.7 到第 3 步(校验覆盖率仅 7–33%);Fable 5 能走完全程,验证覆盖率最高达 73%。📊 1 ⚡
This report is categorized under AITOP's "Papers" desk. Key entities and technical topics under continuous tracking include Sonnet 4.6, Opus 4.7, Fable 5, 记忆机制.
Source attribution: curated from AI Will (@FinanceYF5). Cross-source corroboration: 11 independent sources have covered this development (including berryxia, 歸藏(guizang.ai), Simon Willison), confirming industry-wide signal strength.