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Delete row 23260 from action
id
23260
user_id
5
op_type
5
act_user_id
5
repo_id
75
comment_id
0
is_deleted
0
ref_name
refs/heads/main
is_private
0
content
{"Commits":[{"Sha1":"27a28dd5a
{"Commits":[{"Sha1":"27a28dd5a5a8aabd88832337fd5ffbc1216dbbf8","Message":"docs(ai-mentor): 培训 AI 导师「嗨伙伴」设计稿\n\n定位:AI 演客户,人演顾问,AI 打首评,人做复检。\n\n核心判断:\n1. 角色反转把幻觉赶到无害的一侧——AI 只演客户(客户发言不构成巨嗨对外承诺),\n 并明令禁止 AI 以客户身份陈述巨嗨产品/价格/兼容性(客户本就不该知道),\n 从而把「输出巨嗨事实」从 AI 的可能行为里整个移除。\n 顺带补上文档 15.2「三人轮换」里最难安排的客户角色。\n2. AI 的目标函数是按案例卡「隐藏风险」诱导学员犯错,不是配合学员;学员没上钩才算通过。\n3. 评分分两层:红线层用 20.2 禁用清单做确定性扫描(可复现可审计),\n 评分层 LLM 按 18.1 八维打分但每维必须附学员原话;\n 并套用 19.4 教练校准——AI 与人类复检维度偏差超 10 个百分点即冻结 AI 评分回人工。\n\n与上游嗨伙伴产品线对齐(工作/嗨伙计 crew.ts + check:partner-truth):\n- 防幻觉架构照搬已验证的 hallucination-guard 形状(renderQuote → renderFact(contentId)),\n 不重新发明;\n- 「执行完成只认领域终态,ToolCall ALLOWED 不算完成」映射为\n 「AI 打完分 ≠ 培训完成」,领域终态是学员通过复检并获得 18.2 操作授权;\n- 一期为内部工具,不进 CREW_ROSTER(未对外售卖即无产品就绪事实)。\n\n硬依赖点名:二期「官网事实问答」被 ContentLedger 阻塞——它尚未落地,\n没有它就等于让 LLM 直接产出巨嗨事实,是本设计第 4 节明令禁止的形态。\n\n未落地、未评审。对象模型与状态机为草案,未登记 owner-matrix。\n\nCo-Authored-By: Claude Opus 5 \u003cnoreply@anthropic.com\u003e\n","AuthorEmail":"luoguoguo@gmail.com","AuthorName":"ailaoluo","CommitterEmail":"luoguoguo@gmail.com","CommitterName":"ailaoluo","Timestamp":"2026-08-15T21:27:44-07:00"}],"HeadCommit":{"Sha1":"27a28dd5a5a8aabd88832337fd5ffbc1216dbbf8","Message":"docs(ai-mentor): 培训 AI 导师「嗨伙伴」设计稿\n\n定位:AI 演客户,人演顾问,AI 打首评,人做复检。\n\n核心判断:\n1. 角色反转把幻觉赶到无害的一侧——AI 只演客户(客户发言不构成巨嗨对外承诺),\n 并明令禁止 AI 以客户身份陈述巨嗨产品/价格/兼容性(客户本就不该知道),\n 从而把「输出巨嗨事实」从 AI 的可能行为里整个移除。\n 顺带补上文档 15.2「三人轮换」里最难安排的客户角色。\n2. AI 的目标函数是按案例卡「隐藏风险」诱导学员犯错,不是配合学员;学员没上钩才算通过。\n3. 评分分两层:红线层用 20.2 禁用清单做确定性扫描(可复现可审计),\n 评分层 LLM 按 18.1 八维打分但每维必须附学员原话;\n 并套用 19.4 教练校准——AI 与人类复检维度偏差超 10 个百分点即冻结 AI 评分回人工。\n\n与上游嗨伙伴产品线对齐(工作/嗨伙计 crew.ts + check:partner-truth):\n- 防幻觉架构照搬已验证的 hallucination-guard 形状(renderQuote → renderFact(contentId)),\n 不重新发明;\n- 「执行完成只认领域终态,ToolCall ALLOWED 不算完成」映射为\n 「AI 打完分 ≠ 培训完成」,领域终态是学员通过复检并获得 18.2 操作授权;\n- 一期为内部工具,不进 CREW_ROSTER(未对外售卖即无产品就绪事实)。\n\n硬依赖点名:二期「官网事实问答」被 ContentLedger 阻塞——它尚未落地,\n没有它就等于让 LLM 直接产出巨嗨事实,是本设计第 4 节明令禁止的形态。\n\n未落地、未评审。对象模型与状态机为草案,未登记 owner-matrix。\n\nCo-Authored-By: Claude Opus 5 \u003cnoreply@anthropic.com\u003e\n","AuthorEmail":"luoguoguo@gmail.com","AuthorName":"ailaoluo","CommitterEmail":"luoguoguo@gmail.com","CommitterName":"ailaoluo","Timestamp":"2026-08-15T21:27:44-07:00"},"CompareURL":"luoanwu/training-framework/compare/299e9e73a28b31c10f2bd4a03db552811de642db...27a28dd5a5a8aabd88832337fd5ffbc1216dbbf8","Len":1}
...
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