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"mine": false }, { "id": "df0ee015-eef4-4217-816f-d76b56d35cc2", "dateKey": "20260928", "articleKey": "20260928", "type": "highlight", "quote": "最好的礼物之一，就是人们用“你没有预料到的方式”使用你的产品。", "fragments": [ "最好的礼物之一，就是人们用“你没有预料到的方式”使用你的产品。" ], "anchor": { "sectionId": "section-20260928-4", "lineAnchor": "line-20260928-4-6", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_610c86eb58", "authorAlias": "匿名读者 EB58", "version": 1, "createdAt": "2026-09-28T10:56:35.632Z", "updatedAt": "2026-09-28T10:56:35.632Z", "mine": false }, { "id": "fdba44c8-b3a9-49ab-b548-eb16c5da2f1b", "dateKey": "20260924", "articleKey": "20260924", "type": "highlight", "quote": "确定 Benchmark、找数据、搭环境、做训练", "fragments": [ "确定 Benchmark、找数据、搭环境、做训练" ], "anchor": { "sectionId": "section-20260924-1", "lineAnchor": "line-20260924-1-8", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_610c86eb58", "authorAlias": "匿名读者 EB58", "version": 1, "createdAt": 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八九成后，模型厂可能转向金融、法律、医疗等，需外部专业知识的任务。", "fragments": [ "Coding 追到 SOTA 八九成后，模型厂可能转向金融、法律、医疗等，需外部专业知识的任务。" ], "anchor": { "sectionId": "section-20260924-1", "lineAnchor": "line-20260924-1-24", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_610c86eb58", "authorAlias": "匿名读者 EB58", "version": 1, "createdAt": "2026-09-28T11:02:33.457Z", "updatedAt": "2026-09-28T11:02:33.457Z", "mine": false }, { "id": "44dd311a-ac48-429c-b8eb-38f9f54b7a83", "dateKey": "20260923", "articleKey": "20260923", "type": "highlight", "quote": "理解技术、明确边界、 拿回评价标准、找到真正合理的比较对象", "fragments": [ "理解技术、明确边界、 拿回评价标准、找到真正合理的比较对象" ], "anchor": { "sectionId": "section-20260923-1", "lineAnchor": "line-20260923-1-7", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_610c86eb58", "authorAlias": "匿名读者 EB58", "version": 1, "createdAt": "2026-09-28T12:00:45.652Z", "updatedAt": "2026-09-28T12:00:45.652Z", "mine": false }, { "id": 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"suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:08:45.573Z", "updatedAt": "2026-09-23T12:08:45.573Z", "mine": false }, { "id": "161f3d8b-d1e7-4f36-be20-ec37442127ee", "dateKey": "20260915", "articleKey": "20260915", "type": "highlight", "quote": "模型进入企业，首要问题不是“模型不够聪明”，而是信任、Eval、数据、业务规则、真实环境的各种约束；", "fragments": [ "模型进入企业，首要问题不是“模型不够聪明”，而是信任、Eval、数据、业务规则、真实环境的各种约束；" ], "anchor": { "sectionId": "section-20260915-1", "lineAnchor": "line-20260915-1-21", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:08:55.821Z", "updatedAt": "2026-09-23T12:08:55.821Z", "mine": false }, { "id": "820f6324-3604-4ef8-92d4-d9770bc7ca2e", "dateKey": "20260915", "articleKey": "20260915", "type": "highlight", "quote": "做通，再判断可总结的“原子经验”，能继续进入产品。", "fragments": [ "做通，再判断可总结的“原子经验”，能继续进入产品。" ], "anchor": { "sectionId": "section-20260915-1", "lineAnchor": "line-20260915-1-22", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:09:09.637Z", "updatedAt": "2026-09-23T12:09:09.637Z", "mine": false }, { "id": "32fb944d-93e4-4d3b-bb98-13d0f2a9b3f1", "dateKey": "20260915", "articleKey": "20260915", "type": "highlight", "quote": "完全扎进客户具体问题，先不考虑规模化，只想着解决问题，最后总能自然出现“可泛化部分”", "fragments": [ "完全扎进客户具体问题，先不考虑规模化，只想着解决问题，最后总能自然出现“可泛化部分”" ], "anchor": { "sectionId": "section-20260915-1", "lineAnchor": "line-20260915-1-27", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:09:39.558Z", "updatedAt": "2026-09-23T12:09:39.558Z", "mine": false }, { "id": "5bd669c1-02ae-4962-80c1-1e57b3fc78ed", "dateKey": "20260915", "articleKey": "20260915", "type": "highlight", "quote": "先解决不能规模化的问题，再判断什么值得规模化”", "fragments": [ "先解决不能规模化的问题，再判断什么值得规模化”" ], "anchor": { "sectionId": "section-20260915-1", "lineAnchor": "line-20260915-1-28", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:09:50.978Z", "updatedAt": "2026-09-23T12:09:50.978Z", "mine": false }, { "id": "f77acd3e-c122-406a-ada8-de72bcb6fb4e", "dateKey": "20260915", "articleKey": "20260915", "type": "highlight", "quote": "金融、医疗、军工，没这条根本不敢接API。", "fragments": [ "金融、医疗、军工，没这条根本不敢接API。" ], "anchor": { "sectionId": "section-20260915-4", "lineAnchor": "line-20260915-4-3", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_38200145c4", "authorAlias": "匿名读者 45C4", "version": 1, "createdAt": "2026-09-23T12:10:53.454Z", "updatedAt": "2026-09-23T12:10:53.454Z", "mine": false }, { "id": 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Agent时代，核心变成让Agent找到服务、调用服务、组合服务。" ], "anchor": { "sectionId": "section-20260911-1", "lineAnchor": "line-20260911-1-5", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_8df8585f75", "authorAlias": "匿名读者 5F75", "version": 1, "createdAt": "2026-09-15T02:49:08.312Z", "updatedAt": "2026-09-15T02:49:08.312Z", "mine": false }, { "id": "81399817-63e4-405f-a15e-6649df2ad2b8", "dateKey": "20260911", "articleKey": "20260911", "type": "highlight", "quote": "全球算力争夺：楼还没盖完，算力已被签走 截至今年年中，北美数据中心空置率，已连续三年维持在1%左右，在建容量中，95%已提前签给客户。现在新签的合同，很多只能买到2028年才能交付的算力。", "fragments": [ "全球算力争夺：楼还没盖完，算力已被签走", "截至今年年中，北美数据中心空置率，已连续三年维持在1%左右，在建容量中，95%已提前签给客户。现在新签的合同，很多只能买到2028年才能交付的算力。" ], "anchor": { "sectionId": "", "lineAnchor": "", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_8df8585f75", "authorAlias": "匿名读者 5F75", "version": 1, "createdAt": "2026-09-15T02:51:58.573Z", "updatedAt": "2026-09-15T02:51:58.573Z", "mine": false }, { 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"dateKey": "20260827", "articleKey": "20260827", "type": "highlight", "quote": "规划、设计、构建、测试、部署、运维", "fragments": [ "规划、设计、构建、测试、部署、运维" ], "anchor": { "sectionId": "section-20260827-5", "lineAnchor": "line-20260827-5-2", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_a0318cb00d", "authorAlias": "匿名读者 B00D", "version": 1, "createdAt": "2026-08-27T03:26:43.920Z", "updatedAt": "2026-08-27T03:26:43.920Z", "mine": false }, { "id": "aec6c3fc-3c63-4560-9ad7-62945c898ada", "dateKey": "20260822", "articleKey": "20260822", "type": "highlight", "quote": "是工具、流程、数据和效率，最后考验的，依然是公司怎么对待人", "fragments": [ "是工具、流程、数据和效率，最后考验的，依然是公司怎么对待人" ], "anchor": { "sectionId": "", "lineAnchor": "", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_a0318cb00d", "authorAlias": "匿名读者 B00D", "version": 1, "createdAt": "2026-08-25T07:20:15.711Z", "updatedAt": "2026-08-25T07:20:15.711Z", "mine": false }, { "id": 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"articleKey": "20260821", "type": "highlight", "quote": "用户反复做同一件事（重复即模式，模式即机会）、在工具间复制粘贴、频繁切换工具或标签页、无奈地说“我不得不这么干”、做到一半拿出手机", "fragments": [ "用户反复做同一件事（重复即模式，模式即机会）、在工具间复制粘贴、频繁切换工具或标签页、无奈地说“我不得不这么干”、做到一半拿出手机" ], "anchor": { "sectionId": "section-20260821-3", "lineAnchor": "line-20260821-3-13", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_c12127c285", "authorAlias": "匿名读者 C285", "version": 1, "createdAt": "2026-08-26T09:07:56.922Z", "updatedAt": "2026-08-26T09:07:56.922Z", "mine": false }, { "id": "3b48ba14-76d9-4c1c-b026-40013a328771", "dateKey": "20260816", "articleKey": "20260816", "type": "highlight", "quote": "先建benchmark（评估基准），是一切的起点， 很多公司容易跳过的“关键步骤”", "fragments": [ "先建benchmark（评估基准），是一切的起点， 很多公司容易跳过的“关键步骤”" ], "anchor": { "sectionId": "section-20260816-3", "lineAnchor": "line-20260816-3-5", "prefix": "", "suffix": "" }, "color": "yellow", "note": "", "tags": [], "authorId": "v_c12127c285", "authorAlias": "匿名读者 C285", "version": 1, 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