{ "schema_version": 1, "project": "jev", "title": "能预测正确性，还不等于能安全停下来", "recorded_at": "2026-11-05T02:23:58+08:00", "current": { "title": "能预测正确性，还不等于能安全停下来", "goal": "改善冻结代理的解决率—成本前沿", "direction": "JEV Checkpoint Decision — working research direction", "status": "方向筛选 · hidden probe准入阻塞", "reliable": "已有可预测信号，但当前候选没有建立优于基线的决策增益；hidden-state probe尚未执行。[[J1]]", "summary": "这条线研究冻结代码代理的轨迹中，能否只用当前可见信息决定何时提交或继续，从而改善解决率与成本。目前 checkpoint 数据和多类基线已有读出，但主方法尚未成立：预测信号不自动变成约束内的停止收益。最新筛选未超过已有文本基线，test 标签仍封存。现有 PDF 是旧 final-state 方向稿；下一步应先验证有增量的机制，再冻结和定稿。[[J1]][[J2]]", "next": "GPU6/7空闲后执行真实hidden_smoke；不读取test标签。[[J1]][[J2]]", "observed_at": "2026-09-30", "recorded_at": "2026-11-05T02:23:58+08:00", "recent_changes": [ "本页以09-30交接作为当前研究权威，把09-24旧PDF与checkpoint进展分开。保留单信号0%和组合4.42%的最新政策筛选，避免用AUC作为主效果。", "三seed是固定数据上的模型重复，不是三套独立任务验证。数据捕获/可训练/诊断口径分别展示；未知、未测量和不同关闭原因不合并。" ], "constraints": [ "原始结果、失败和unknown保留，不将缺判分当0。", "开始计算任务前核对当前进程、资源与准入收据。", "来源变动后核对受影响主张，网页不替代原始证据。", "test标签在方法/特征/阈值/模型/成本冻结前封存。", 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"paper-jev/paper/main.pdf", "title": "当前PDF（JEV为旧final-state稿）", "kind": "artifact", "observed_at": "2026-09-24（旧 final-state 稿）", "recorded_at": "2026-10-04T11:56:20+08:00", "expected_sha256": "93d2959715ec625698c189e444c5f61e927f5e47288924b8e8c365e21ab89352", "priority": 2, "public": true, "sha256": "93d2959715ec625698c189e444c5f61e927f5e47288924b8e8c365e21ab89352", "reviewed_sha256": "93d2959715ec625698c189e444c5f61e927f5e47288924b8e8c365e21ab89352", "bytes": 299770, "read_url": "https://sotalabs.cn/papers/_releases/v2-eb1a844c9b153986/jev/library/CURRENT_PDF/", "raw_url": "https://sotalabs.cn/papers/_releases/v2-eb1a844c9b153986/jev/library/CURRENT_PDF/source.pdf", "source_changed_since_review": false, "release_version": "v2-eb1a844c9b153986", "text_url": "https://sotalabs.cn/papers/_releases/v2-eb1a844c9b153986/jev/library/CURRENT_PDF/text.txt" } ], "issues": [ { "id": "JEV-I001", "title": "能超越强基线的机制尚未建立", "category": "研究", "priority": 1, "status": "阻塞", "description": "决定能否满足方法创新与真实增益目标。", "evidence": "future-repair单头0%，组合4.42%，尚未超过文本基线。[[J1]]", "attempts": [ "参见关联证据与历史路线；本次导入没有新增科研尝试。" ], "unknowns": "具体缺口与现场状态仍需核对，不能从旧记录推断当前进程。", "next_action": "从未执行候选中选一个最小有界pilot，先核对可用覆盖与先验重叠，再评增量。", "done": "同风险、同预算强对照下有实际收益，并有清楚机制；仅AUC改善不通过。", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1" ], "resolved_evidence": [], "closure_reason": null, "history": [], "journals": [ "2026-09-28", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I002", "title": "有限dev反复选择与风险推断", "category": "证据", "priority": 2, "status": "待处理", "description": "影响泛化和安全主张。", "evidence": "40个dev任务反复用于筛选；counts风险区间不足。[[J1]][[J3]]", "attempts": [ "参见关联证据与历史路线；本次导入没有新增科研尝试。" ], "unknowns": "具体缺口与现场状态仍需核对，不能从旧记录推断当前进程。", "next_action": "使用task-group划分与共同对照，明确unknown上下界与成本；新增门槛先登记。", "done": "选择过程、任务分组和风险菜单可复算，不把多seed当独立数据确认。", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1", "J3" ], "resolved_evidence": [], "closure_reason": null, "history": [], "journals": [ "2026-09-28", "2026-09-30", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I003", "title": "冻结与test评估尚未到时机", "category": "实验", "priority": 3, "status": "待处理", "description": "最终独立效果仍不存在。", "evidence": "freeze目录未建立，test checkpoint标签继续封存。[[J1]]", "attempts": [ "参见关联证据与历史路线；本次导入没有新增科研尝试。" ], "unknowns": "具体缺口与现场状态仍需核对，不能从旧记录推断当前进程。", "next_action": "等dev支持方法后，绑定任务、模型、特征、阈值、行动空间与成本规则。", "done": "冻结文件与独立审查通过后才一次性评test；本页不读取标签。", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1" ], "resolved_evidence": [], "closure_reason": null, "history": [], "journals": [ "2026-09-28", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I004", "title": "旧稿与新研究方向脱节", "category": "写作", "priority": 4, "status": "待处理", "description": "读者可能误以为已有PDF等于方法论文完成。", "evidence": "旧final-state摘要报告feasibility失败，checkpoint交接仍未有主方法。[[J1]][[J4]]", "attempts": [ "参见关联证据与历史路线；本次导入没有新增科研尝试。" ], "unknowns": "具体缺口与现场状态仍需核对，不能从旧记录推断当前进程。", "next_action": "主方法成立后重建章节，接入新结果并执行登记的两轮改稿。", "done": "当前方向的摘要、方法、结果、限制与PDF一致，逐项审计可追溯。", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1", "J4" ], "resolved_evidence": [], "closure_reason": null, "history": [], "journals": [ "2026-09-24", "2026-09-28", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I101", "title": "旧final-state G001/F1 · 历史路线", "category": "历史", "priority": 9, "status": "关闭", "description": "初始utility采集没有足够跨任务动作偏好；可行性gate失败。", "evidence": "初始utility采集没有足够跨任务动作偏好；可行性gate失败。", "attempts": [ "初始utility采集没有足够跨任务动作偏好；可行性gate失败。" ], "unknowns": "关闭仅适用于该固定路线，不证明同类方法全部无效。", "next_action": "保留历史，不通过改名重新启动。", "done": "关闭旧路线，不能以旧8页稿代表当前checkpoint论文。[[J4]][[J2]]", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J4", "J2" ], "resolved_evidence": [], "closure_reason": "关闭旧路线，不能以旧8页稿代表当前checkpoint论文。[[J4]][[J2]]", "history": [], "journals": [ "2026-09-24", "2026-09-27", "2026-09-28" ] }, { "id": "JEV-I103", "title": "Crossed / persistent / repair-response witness · 历史路线", "category": "历史", "priority": 9, "status": "关闭", "description": "20任务四视图、8任务持续见证、4任务逆改均未得到所需分化。", "evidence": "20任务四视图、8任务持续见证、4任务逆改均未得到所需分化。", "attempts": [ "20任务四视图、8任务持续见证、4任务逆改均未得到所需分化。" ], "unknowns": "关闭仅适用于该固定路线，不证明同类方法全部无效。", "next_action": "保留历史，不通过改名重新启动。", "done": "按既定kill条件关闭这些具体pilot。[[J1]]", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1" ], "resolved_evidence": [], "closure_reason": "按既定kill条件关闭这些具体pilot。[[J1]]", "history": [], "journals": [ "2026-09-28", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I104", "title": "P3 typed固定实例 · 历史路线", "category": "历史", "priority": 9, "status": "关闭", "description": "可训练机会/读出支持不足，effect=NOT_EVALUATED。", "evidence": "可训练机会/读出支持不足，effect=NOT_EVALUATED。", "attempts": [ "可训练机会/读出支持不足，effect=NOT_EVALUATED。" ], "unknowns": "关闭仅适用于该固定路线，不证明同类方法全部无效。", "next_action": "保留历史，不通过改名重新启动。", "done": "工程与数据可行性关闭，不能称为已测策略负结果。[[J1]][[J2]]", "dependencies": [], "first_discovered_at": null, "recorded_at": "2026-10-04T11:56:20+08:00", "updated_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "sources": [ "J1", "J2" ], "resolved_evidence": [], "closure_reason": "工程与数据可行性关闭，不能称为已测策略负结果。[[J1]][[J2]]", "history": [], "journals": [ "2026-09-27", "2026-09-28", "2026-09-30", "2026-09-30" ] }, { "id": "JEV-I105", "title": "9B hidden-state probe GPU准入", "category": "资源/实验", "priority": 5, "status": "阻塞", "description": "hidden_extract.py已准备，但GPU6/7现场由其他项目训练占用；首次smoke输入路径不在容器内，未产生科学输出。", "evidence": "2026-11-05现场nvidia-smi显示GPU6/7被/data1/hbx/SWE-agent-trainer训练进程占用；runs/hidden-smoke-20260930.log记录的是输入文件不可见，不是模型结果。", "attempts": [ "2026-11-05读取现场并阻止误启动；未停止其他项目。" ], "unknowns": "尚不知道hidden probe在正确容器输入路径下的AUC或策略收益。", "next_action": "在有明确空闲卡窗口时复制输入到paper-jev/runs后做单轨迹smoke；保留失败收据。", "done": "", "dependencies": [], "first_discovered_at": "2026-11-05", "recorded_at": "2026-11-05T00:00:00+08:00", "updated_at": "2026-11-05T02:23:58+08:00", "observed_at": "2026-11-05", "sources": [ "J1" ], "resolved_evidence": [], "closure_reason": "", "history": [ { "at": "2026-11-05T01:57:32+08:00", "status": "阻塞", "note": "GPU6/7仍由其他项目训练占用；CPU边界模拟通过，CUDA科学smoke未执行。", "event": "JEV-WORK-20261105-HIDDEN-FOLLOWUP" }, { "at": "2026-11-05T02:01:55+08:00", "status": "阻塞", "note": "GPU6/7仍被hbx训练占用；hidden脚本仅完成静态检查。", "event": "JEV-WORK-20261105-GPU-RECHECK" }, { "at": "2026-11-05T02:14:29+08:00", "status": "阻塞", "note": "真实GPU smoke未执行；仅完成synthetic probe代码路径检查。", "event": "JEV-WORK-20261105-SYNTH-PROBE" }, { "at": "2026-11-05T02:19:00+08:00", "status": "阻塞", "note": "GPU仍被其他项目占用；probe输入校验已加强。", "event": "JEV-WORK-20261105-PROBE-VALIDATION" }, { "at": "2026-11-05T02:23:58+08:00", "status": "阻塞", "note": "完整测试套件通过，但GPU准入仍未恢复。", "event": "JEV-WORK-20261105-TEST-SUITE" } ], "journals": [ "2026-11-05" ] } ], "tasks": [ { "id": "JEV-T001", "title": "先盘点一个最小候选", "status": "待处理", "action": "基于ext可见材料，核对机制可用覆盖、新颖性和未知规则；有界pilot先于占用大规模训练。", "done": "产出候选与预登记pilot；若覆盖或独立差异不足，按kill规则关闭，不扩任务救结论。", "dependencies": [], "issues": [ "JEV-I001" ], "plan_kind": "网页整理的下一步；执行前按原研究协议核对", "observed_at": "2026-09-30" }, { "id": "JEV-T002", "title": "再检验约束内决策增量", "status": "待处理", "action": "依赖第一步，公平比较counts、文本和同预算机制对照，输入/输出/observer成本分开。", "done": "产出完整dev首停或预算前沿；无增量则保留负结果并调整机制，不能靠AUC升级。", "dependencies": [ "JEV-T001" ], "issues": [ "JEV-I002" ], "plan_kind": "网页整理的下一步；执行前按原研究协议核对", "observed_at": "2026-09-30" }, { "id": "JEV-T003", "title": "最后冻结、评test并写稿", "status": "待处理", "action": "只有方法通过证据判定后才固定全部选择，独立审计后一次性评test。", "done": "产出独立结果和最终方向稿；再执行两轮改稿编译，缺方法证据时不提前定稿。", "dependencies": [ "JEV-T002" ], "issues": [ "JEV-I003" ], "plan_kind": "网页整理的下一步；执行前按原研究协议核对", "observed_at": "2026-09-30" } ], "experiments": [ { "id": "JEV-E001", "title": "counts failure-termination", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "dev Q=77/160，输入省17.7944%；H条件区间不能支持总体H≤1%。", "interpretation": "计数基线有描述性节省，不代表风险保证，不能再泛称廉价计数信号无用。[[J1]][[J2]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1", "J2" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I101", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E002", "title": "9B自评", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "AUC约0.78；允许约1pp解决率损失时，单轨迹输入约省6%。", "interpretation": "预测与可用停止收益有差距，自评开销也必须纳入。[[J1]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E003", "title": "0.6B文本基线", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "now AUC约0.77、final约0.76；gain头约省11.2%（零点损失菜单）至13.2%（一点损失）。", "interpretation": "有单轨迹描述性节省，但预算化提交/继续/重开未超过原生；九模型只支持标签消融范围。[[J1]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E004", "title": "future-repair诊断", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "train_ext任务分组5折AUC=0.7892185481；13,601点、1,830正例。", "interpretation": "有过渡标签可预测性；未读取test、未证明策略收益。[[J1]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E005", "title": "future-repair单信号策略", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "train_ext→dev AUC=0.8079；损失≤1pp时最优是不停止，输入省0%。", "interpretation": "该策略在菜单内没有回收预算，AUC不能包装成方法效果。[[J1]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E006", "title": "now＋future-repair组合", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "dev解决率不降时最多省4.42%输入，低于已有文本基线约11%。", "interpretation": "作为负对照保留，不升级为主方法。[[J1]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E007", "title": "独立test / 新候选pilot", "purpose": "核对当前主张的证据范围；详见原文设置。", "setup": "数据捕获、训练可用与诊断筛选采用不同子集：ext总捕获599次/300任务，训练580次/296任务；future-repair信号诊断记录300任务与13,601点。页面分别引用权威交接中的口径，不推断它们可无条件互换。[[J1]]", "result": "test标签封存；最新候选pilot未执行。", "interpretation": "效果尚未测量，不填入0，也不按意图称为已完成。[[J1]][[J3]]", "technical_status": "已记录", "scientific_status": "限于来源范围", "cost": "按来源的输入、输出、服务时间与GPU小时口径阅读，未知不补零。", "observed_at": "2026-09-30", "sources": [ "J1", "J3" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-E008", "title": "9B hidden-state probe smoke", "purpose": "验证冻结9B hidden_extract的CUDA缓存分块和决策位置对齐；仅使用dev。", "setup": "单条dev轨迹、4096 token上限、GPU6；正确输入必须位于项目容器可见路径。", "result": "JEV测试套件335/335通过；真实hidden smoke未执行。", "interpretation": "工程准入未完成，不对hidden probe科学效果作判断。", "technical_status": "阻塞", "scientific_status": "未测量", "cost": "无JEV GPU小时可记；不把其他项目占用计入JEV。", "observed_at": "2026-11-05", "sources": [ "J1" ], "issues": [ "JEV-I105" ] } ], "decisions": [ { "id": "JEV-D001", "title": "旧final-state G001/F1", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "初始utility采集没有足够跨任务动作偏好；可行性gate失败。", "choice": "关闭旧路线，不能以旧8页稿代表当前checkpoint论文。[[J4]][[J2]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "初始utility采集没有足够跨任务动作偏好；可行性gate失败。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J4", "J2" ], "issues": [ "JEV-I004", "JEV-I101", "JEV-I104" ] }, { "id": "JEV-D002", "title": "ACRB / group-wise patch stopping", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "独立review判RETHINK，与已有结构或R4P重叠。", "choice": "新颖性不足，不能通过改名复活。[[J1]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "独立review判RETHINK，与已有结构或R4P重叠。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-D003", "title": "Crossed / persistent / repair-response witness", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "20任务四视图、8任务持续见证、4任务逆改均未得到所需分化。", "choice": "按既定kill条件关闭这些具体pilot。[[J1]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "20任务四视图、8任务持续见证、4任务逆改均未得到所需分化。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-D004", "title": "P3 typed固定实例", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "可训练机会/读出支持不足，effect=NOT_EVALUATED。", "choice": "工程与数据可行性关闭，不能称为已测策略负结果。[[J1]][[J2]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "可训练机会/读出支持不足，effect=NOT_EVALUATED。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J1", "J2" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I101", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-D005", "title": "future-repair单头与组合", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "0%与4.42%菜单收益，没有超越强基线。", "choice": "已测效果不足，保留负对照，预测性不升格为贡献。[[J1]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "0%与4.42%菜单收益，没有超越强基线。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ] }, { "id": "JEV-D006", "title": "组合执行 / 符号义务 / 局部反例", "question": "这条路线是否仍适合承担当前研究主张？", "alternatives": [ "继续作为主方法", "保留为诊断/基线", "关闭或等待准入" ], "observation": "只有方案与预算建议，尚无pilot。", "choice": "待验证，高覆盖与新颖性风险；先做有界可行性盘点。[[J3]]", "reason": "以原记录中的证据与门槛为依据，不另造因果解释。", "expected": "仅按明确贡献范围继续；未执行计划不能当结果。", "actual": "只有方案与预算建议，尚无pilot。", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "sources": [ "J3" ], "issues": [ "JEV-I002" ] } ], "events": [ { "id": "JEV-H001", "date": "2026-09-24", "title": "旧路线可行性结论", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-24", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "旧路线可行性结论" ], "完成的工作": [ "旧final-state稿记录pilot gate失败，utility方法训练未建立。[[J4]]" ], "新证据与结果": [ "旧final-state稿记录pilot gate失败，utility方法训练未建立。[[J4]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J4" ], "issues": [ "JEV-I004", "JEV-I101" ], "experiments": [], "decisions": [ "JEV-D001" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-H002", "date": "2026-09-27", "title": "转入checkpoint方法恢复", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-27", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "转入checkpoint方法恢复" ], "完成的工作": [ "明确修复证据、扩展训练/开发和test封存边界。[[J2]]" ], "新证据与结果": [ "明确修复证据、扩展训练/开发和test封存边界。[[J2]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J2" ], "issues": [ "JEV-I101", "JEV-I104" ], "experiments": [ "JEV-E001" ], "decisions": [ "JEV-D001", "JEV-D004" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-H003", "date": "2026-09-28", "title": "基线与九模型读出", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-28—29", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "基线与九模型读出" ], "完成的工作": [ "counts、probe、文本提供描述性基线，不自动构成方法。[[J1]][[J2]]" ], "新证据与结果": [ "counts、probe、文本提供描述性基线，不自动构成方法。[[J1]][[J2]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I101", "JEV-I103", "JEV-I104" ], "experiments": [ "JEV-E001", "JEV-E002", "JEV-E003", "JEV-E004", "JEV-E005", "JEV-E006", "JEV-E007" ], "decisions": [ "JEV-D001", "JEV-D002", "JEV-D003", "JEV-D004", "JEV-D005" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-H004", "date": "2026-09-30", "title": "执行见证路线关闭", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "执行见证路线关闭" ], "完成的工作": [ "三类pilot没有所需分化，保留各自kill理由。[[J1]]" ], "新证据与结果": [ "三类pilot没有所需分化，保留各自kill理由。[[J1]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ], "experiments": [ "JEV-E001", "JEV-E002", "JEV-E003", "JEV-E004", "JEV-E005", "JEV-E006", "JEV-E007" ], "decisions": [ "JEV-D002", "JEV-D003", "JEV-D004", "JEV-D005" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-H005", "date": "2026-09-30", "title": "future-repair政策负对照", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "future-repair政策负对照" ], "完成的工作": [ "预测性存在，但约束内决策增量不足。[[J1]]" ], "新证据与结果": [ "预测性存在，但约束内决策增量不足。[[J1]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J1" ], "issues": [ "JEV-I001", "JEV-I002", "JEV-I003", "JEV-I004", "JEV-I103", "JEV-I104" ], "experiments": [ "JEV-E001", "JEV-E002", "JEV-E003", "JEV-E004", "JEV-E005", "JEV-E006", "JEV-E007" ], "decisions": [ "JEV-D002", "JEV-D003", "JEV-D004", "JEV-D005" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-H006", "date": "2026-09-30", "title": "新候选仅形成方案", "kind": "补录", "occurred_at": null, "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "新候选仅形成方案" ], "完成的工作": [ "尚未运行pilot，新颖性与成本仍待核对。[[J3]]" ], "新证据与结果": [ "尚未运行pilot，新颖性与成本仍待核对。[[J3]]" ], "判断与决策变化": [ "补录仅归纳原记录；详细决定与历史结果见关联原文。" ], "问题变化": [ "关联问题用于追踪背景；这里不推断当天已解决。" ], "论文变化": [ "具体稿件版本见论文栏目；本条历史补录不推断当天改稿。" ], "下一步与交接": [ "这是历史记录，当前行动以最新概览和接手包为准。" ] }, "sources": [ "J3" ], "issues": [ "JEV-I002" ], "experiments": [ "JEV-E007" ], "decisions": [ "JEV-D006" ], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-ORIGINAL-2026-09-24", "date": "2026-09-24", "title": "09-24原始工作日志（含当日转向）", "kind": "原始日报", "occurred_at": null, "observed_at": "2026-09-24", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "原始日报完整保留；混合时点按正文阅读。" ], "完成的工作": [ "查看原始日报正文。" ], "新证据与结果": [ "所有数字保留原条件，不能用历史运行状态覆盖当前状态。" ], "判断与决策变化": [ "原文保留当时的判断与后续补充。" ], "问题变化": [ "参见当日原文，不自动追认已解决。" ], "论文变化": [ "参见原文稿件记录。" ], "下一步与交接": [ "历史下一步不是当前执行指令。" ] }, "sources": [ "DIARY_0924" ], "issues": [], "experiments": [], "decisions": [], "tasks": [], "artifacts": [], "corrects": null }, { "id": "JEV-SITE-V2", "date": "2026-10-04", "title": "研究工作台资料同步", "kind": "工作记录", "occurred_at": "2026-10-04T11:56:20+08:00", "observed_at": "2026-09-30", "recorded_at": "2026-10-04T11:56:20+08:00", "fields": { "当天结论": [ "研究工作台上线资料整理；没有新增科研实验。" ], "完成的工作": [ "建立日报、问题、实验、稿件与完整资料的关联入口。" ], "新证据与结果": [ "公开现有来源，所有科研数字沿用各自观察时间。" ], "判断与决策变化": [ "科研结论不因网站上线改变；网页用于恢复上下文。" ], "问题变化": [ "当前问题按既有证据收录，没有自动关闭。" ], "论文变化": [ "保留现有研究说明与PDF版本；未改写论文。" ], "下一步与交接": [ "后续参与工作的AI用同步入口更新记录、验证并发布；仅阅读者无需写入。" ] }, "sources": [], "issues": [], "experiments": [], "decisions": [], "tasks": [], "artifacts": [ "CURRENT_PDF" ], "corrects": null }, { "id": "JEV-WORK-20261105-HIDDEN-SMOKE", "date": "2026-11-05", "title": "9B hidden-state probe smoke 的现场准入检查", "kind": "工作记录", "occurred_at": "2026-11-05T00:00:00+08:00", "observed_at": "2026-11-05T00:00:00+08:00", "fields": { "当天结论": [ "hidden-state probe 本轮未执行科学计算；GPU6/7现场被其他项目的SWE-agent-trainer训练进程占用，因此不启动JEV作业、不停止其他项目。", "test checkpoint标签没有读取，当前方法状态仍为未成立。" ], "完成的工作": [ "读取并核对JEV工作台记录、当前交接和现场资源。", "检查hidden_extract.py及单轨迹smoke输入；首次smoke因容器内看不到/tmp输入文件而失败，未产生hidden-state输出，也未产生科学结果。" ], "新证据与结果": [ "nvidia-smi显示8张卡均由/data1/hbx/SWE-agent-trainer训练进程占用，其中GPU6/7各约26GB显存；没有JEV hidden_extract进程。", "本轮无模型标签、无test访问、无新策略数字；原有future-repair和组合筛选结论不变。" ], "判断与决策变化": [ "不把失败的/tmp路径smoke记成模型或方法失败；将hidden-state验证延后到GPU6/7出现可确认空闲窗口。", "不停止hbx训练进程，因为本轮没有可核验的JEV-owned lease或明确的安全清理收据。" ], "问题变化": [ "JEV-I105新增：hidden-state probe需要GPU准入窗口；当前受其他训练占用阻塞。", "JEV-E008新增：hidden-state smoke，状态blocked，尚无结果。" ], "论文变化": [ "未修改论文；没有把未执行的hidden-state实验写成结果。" ], "下一步与交接": [ "现场确认GPU6/7空闲且无JEV或其他项目训练后，再把smoke输入复制到项目runs路径，先跑单轨迹4096-token smoke；通过后才考虑完整dev提取。", "保持test封存；若hidden probe仍不能超过现有0.6B基线，继续保留负结果，不调用最终论文改稿循环。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T01:51:52+08:00" }, { "id": "JEV-WORK-20261105-HIDDEN-FOLLOWUP", "date": "2026-11-05", "title": "hidden-state 现场复核与工作台收尾", "kind": "工作记录", "occurred_at": "2026-11-05T02:00:00+08:00", "observed_at": "2026-11-05T02:00:00+08:00", "fields": { "当天结论": [ "GPU6/7仍被其他项目训练占用；本轮不启动GPU实验。hidden_extract的决策边界CPU模拟检查通过，但科学smoke仍未测量。" ], "完成的工作": [ "复核现场进程与GPU占用；完成decision_positions模拟边界检查；完成工作台build和13项单元测试；准备工作台transfer包。" ], "新证据与结果": [ "GPU6/7对应/data1/hbx/SWE-agent-trainer进程；CPU边界样例输出[(0,19),(1,29),(3,49)]并通过断言；工作台build无source drift，测试13/13通过。" ], "判断与决策变化": [ "保持hidden-state实验阻塞，不把CPU边界检查当作hidden representation有效性；不停止非JEV训练。" ], "问题变化": [ "JEV-I105继续阻塞；无问题关闭。" ], "论文变化": [ "未改论文，未调用论文改稿skill。" ], "下一步与交接": [ "GPU空闲后把输入放入项目runs路径，再执行单轨迹CUDA smoke；工作台transfer已prepare但尚未通过connector发布。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T01:57:32+08:00" }, { "id": "JEV-WORK-20261105-GPU-RECHECK", "date": "2026-11-05", "title": "hidden probe GPU重查与代码静态复核", "kind": "工作记录", "occurred_at": "2026-11-05T02:10:00+08:00", "observed_at": "2026-11-05T02:10:00+08:00", "fields": { "当天结论": [ "GPU6/7仍被hbx训练占用；JEV hidden probe继续阻塞。" ], "完成的工作": [ "复查GPU进程；对hidden_extract、hidden_probe、hidden_smoke和hidden_boundary_smoke完成py_compile。" ], "新证据与结果": [ "GPU6/7对应2364317/2364318等SWE-agent-trainer训练进程；py_compile通过，无科学输出。" ], "判断与决策变化": [ "继续不停止其他项目；待空闲后使用已有hidden_smoke.py，而不是重复使用容器不可见的/tmp输入路径。" ], "问题变化": [ "JEV-I105仍阻塞；无新科学问题。" ], "论文变化": [ "未修改论文。" ], "下一步与交接": [ "GPU空闲后运行`python -m jev_repair.hidden_smoke --out runs/hidden-smoke-20261105.json`，先通过chunk/full数值smoke，再决定完整dev提取。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T02:01:55+08:00" }, { "id": "JEV-WORK-20261105-SYNTH-PROBE", "date": "2026-11-05", "title": "hidden probe synthetic end-to-end check", "kind": "工作记录", "occurred_at": "2026-11-05T02:20:00+08:00", "observed_at": "2026-11-05T02:20:00+08:00", "fields": { "当天结论": [ "hidden_probe的CPU工程路径通过合成数据检查；真实9B hidden-state效果仍未测量。" ], "完成的工作": [ "生成隔离的10任务×2轨迹合成特征，运行layer=24、5折任务分组probe，检查predictions.json输出。" ], "新证据与结果": [ "synthetic now/final AUC均为1.0；该结果只验证代码路径，不是JEV标签或科学效果。" ], "判断与决策变化": [ "保持真实hidden probe阻塞状态，不把synthetic AUC纳入论文或dev结果。" ], "问题变化": [ "JEV-I105继续阻塞；无问题关闭。" ], "论文变化": [ "未修改论文。" ], "下一步与交接": [ "GPU空闲后运行hidden_smoke，再提取真实dev特征；合成目录保持隔离。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T02:14:29+08:00" }, { "id": "JEV-WORK-20261105-PROBE-VALIDATION", "date": "2026-11-05", "title": "hidden probe特征完整性校验", "kind": "工作记录", "occurred_at": "2026-11-05T02:40:00+08:00", "observed_at": "2026-11-05T02:40:00+08:00", "fields": { "当天结论": [ "真实GPU probe仍未执行；hidden_probe现已拒绝缺字段、错误layer、非有限值和重复key，避免静默改变覆盖率。" ], "完成的工作": [ "修改jev_repair/hidden_probe.py并提交；在隔离合成数据上重新跑5折now/final probe。" ], "新证据与结果": [ "合成回归now/final AUC均1.0；仅为代码路径验证，不是JEV真实结果。提交9a7f3f3d。" ], "判断与决策变化": [ "增强输入完整性后仍不改变科学协议；真实dev提取前必须保留特征覆盖和错误收据。" ], "问题变化": [ "JEV-I105仍因GPU占用阻塞；无问题关闭。" ], "论文变化": [ "未修改论文。" ], "下一步与交接": [ "GPU空闲后执行hidden_smoke，再以严格校验运行真实dev提取；test继续封存。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T02:19:00+08:00" }, { "id": "JEV-WORK-20261105-TEST-SUITE", "date": "2026-11-05", "title": "JEV完整测试套件回归", "kind": "工作记录", "occurred_at": "2026-11-05T02:55:00+08:00", "observed_at": "2026-11-05T02:55:00+08:00", "fields": { "当天结论": [ "JEV完整测试套件335/335通过；真实hidden-state效果仍未测量。" ], "完成的工作": [ "在skyrl-rl容器内运行tests/test_*.py，覆盖checkpoint、typed evidence、stop objective、runtime和协议检查。" ], "新证据与结果": [ "335 tests in 15.909s，结果OK；test_read=False。" ], "判断与决策变化": [ "仅确认代码回归和协议不变量，没有将测试通过转成方法效果或test结果。" ], "问题变化": [ "JEV-I105继续因GPU6/7占用阻塞；无问题关闭。" ], "论文变化": [ "未修改论文。" ], "下一步与交接": [ "GPU空闲后执行真实hidden_smoke；保持test标签封存。" ] }, "sources": [ "J1", "J2" ], "issues": [ "JEV-I105" ], "experiments": [ "JEV-E008" ], "decisions": [], "tasks": [], "artifacts": [], "corrects": null, "recorded_at": "2026-11-05T02:23:58+08:00" } ], "restricted": [ { "id": "SEALED_TEST", "title": "封存测试与任务级标签", "path": "原项目的holdout/test材料", "availability": "未公开", "access": "在原环境按冻结协议与授权访问；发布流程不读取。" }, { "id": "LARGE_ARTIFACTS", "title": "模型权重与完整轨迹", "path": "原项目模型/run目录", "availability": "体量过大，未发布", "access": "通过原项目文件清单、run身份及授权环境获取。" }, { "id": "ACCOUNT_CREDENTIALS", "title": "账号凭据", "path": null, "availability": "不公开", "access": "使用已有连接或原环境授权，不写入接手文本。" } ], "manuscript": { "title": "JEV Checkpoint Decision — working research direction", "revision": "2026-09-24（旧 final-state 稿）", "pdf_document": "CURRENT_PDF", "rows": [ [ "摘要 / 引言", "待新证据重写", "旧摘要讲final-state可行性失败；当前应围绕checkpoint决策目标。[[J4]]" ], [ "相关工作 / 创新定位", "待新证据重写", "候选含重叠风险，先确定可辩护差异，不能承诺first。[[J1]][[J3]]" ], [ "方法主体", "未开始", "指当前最终checkpoint方法；已有预测器与候选笔记不等于定稿方法。[[J1]]" ], [ "数据 / 实验设置", "已有草稿", "brief和协议已有划分与标签边界，需要接入最后选定的方法。[[J2]]" ], [ "主结果 / 成本", "待新证据重写", "基线与负对照读出可复用，方法效果和净成本仍缺。[[J1]]" ], [ "讨论 / 附录 / 图表", "待新证据重写", "保留unknown与关闭原因，旧final-state图表不冒充新方法。[[J1]][[J4]]" ], [ "最终论断 / 引用审查", "未开始", "指最终checkpoint效果稿；历史same-family审查不能替代。[[J1]][[J3]]" ], [ "PDF", "已核对", "存在8页旧稿；当前checkpoint最终论文PDF尚未形成。[[J4]]" ] ], "notes": [ "当前主方法缺口会直接传导到论文：方法、主结果和摘要不能先定稿再等数字。旧PDF仍有交接价值，但本页把它标为09-24 final-state版本；checkpoint方向使用最新交接和研究brief解释。[[J1]][[J2]][[J4]]", "项目记录要求只有result-to-claim支持主方法后，才执行最终两轮review—edit—compile。现在不能把论文润色循环当成替代方法创新的动作。当前安排是先研究，再冻结、评test、写最终稿。[[J1]][[J2]]" ] }, "background_file": "jev.json", "ingested_records": { "JEV-WORK-20261105-HIDDEN-SMOKE": "fdd7a141e4c22e433c0984f8e1e2ec74b083df18dbe340952ef796d6c8650ea8", "JEV-WORK-20261105-HIDDEN-FOLLOWUP": "581bb92a4481462f8a5e29a18f246e61ecf26142ed9702c36022fced96456971", "JEV-WORK-20261105-GPU-RECHECK": "4b2849d5aa5da42522caa14b68ad1b57ff8070b6e22476d7ebc60d0c1b242c73", "JEV-WORK-20261105-SYNTH-PROBE": "299dcc4d61eec0e714b74fa9a429ca22ec3d84ea7ee1e56b27440bc79db6c200", "JEV-WORK-20261105-PROBE-VALIDATION": "3c4c53e5d7e38b49f6129d6638b9a97193706c0cb1b90d14d8271cf290373adb", "JEV-WORK-20261105-TEST-SUITE": "7fb8d78e240857a3d0e42eede7d60d01d3e933224d128220adfa8f850bb9819f" }, "release_version": "v2-eb1a844c9b153986", "snapshot_recorded_at": "2026-11-05T02:23:58+08:00", "source_drift": [] }