research: 写作基建 + 第十二/十三轮竞争空间证伪（声明第五次收紧） - #337
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- paper/references.bib:全部引用的正式 bibkey;已验证字段照实, 未核实字段(多为 2026 预印本作者名单)带 [TODO-verify] 标注; 内嵌两个已知引用陷阱的防呆注释(GDumb 引 proceedings、Hopfield 钉 v3) - KNOWLEDGE §5.3:补机器遗忘文献(SISA/WHP/TOFU/RMU,全部 🔍 标注 引用前须核);点出 DEFER→evict = 写入前可逆性的设计卖点 - KNOWLEDGE §1.2b:I1-I5 五判据全部给出测量协议+判分(💭→可操作), 材料由 P1 生成器供给;L0-L5 判级协议 - §8 两项待办勾销 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
第十二轮(3 角度 WebSearch,摘要级):22 候选,空白正被快速填补, 5 个高关注邻居转第十三轮全文验证。 第十三轮(5 篇全文 / 15 主张 / 45 票,全部一致): - 无一构成判据轴反例 → 核心句存活:「尚无方法以压缩增益/MDL 为判据 对推理期按条持久写入做准入门控」 - 但 GovMem(2607.02579v1)确证为 GT-free·按条·推理期写入路径的准入门 (promote/reject/review,判据=依赖去重支持度)→ 「已有 GT-free 门均在 训练期」作废 → 声明第五次收紧(#20)+ 新增禁令 4(不得暗示推理期 写入门无人做);其 0/133 可安全自动 promote 反成利我证据 - NEMORI(2508.03341v4)= 最近邻 surprise 门(收「让模型惊讶」的信息, 我方收「使留出用法编码更廉」的信息,方向近乎相反)——必须显著正面引用 - InfoMem(2606.03329v1)= 最近量亲缘:r_gain 数学上正是 held-out codelength 削减,但作训练期 GRPO reward(轨迹级/需 gold answer/episodic); 其 GT-free 变体更差 → 我方以决策序列观测量回应该挑战 - DeMem/A-MAC 非反例(task-reward 族 / 五因子监督) 产物:watchlist.md(差异句+引用义务+重扫 SOP)、r12/r13 原始记录、 Intro ¶4 重写 + Related Work 新增 ¶2b、红线表 +3 行、bib +5 条、 REPORT 11→13 轮全链同步(五次收紧史/禁令 4/#20/§6) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This was referenced Aug 1, 2026
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内容
1. 第十二/十三轮：竞争空间重扫 + watchlist 证伪
watchlist.md：5 篇差异句 + 引用义务 + 扫描级候选 + 投稿前重扫 SOP2. 写作基建
paper/references.bib：全部 bibkey（未核字段带 [TODO-verify]，内嵌引用陷阱防呆注释）3. KNOWLEDGE doc 两项待办
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