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    {
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      "text": "它给出步骤",
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      "text": "问它怎样修改客户资料",
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    },
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      "text": "它提供说明",
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      "start": 143.533,
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      "text": "问它如何制作演示文稿",
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      "id": 62,
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      "text": "最后点击按钮",
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    },
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      "text": "文件的人仍然是用户",
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      "text": "Astra想把这段距离直接拿掉",
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      "id": 67,
      "start": 157.1,
      "end": 159.4,
      "text": "它可以进入浏览器和桌面软件",
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      "start": 159.533,
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      "text": "填写在线表格",
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      "text": "整理日历",
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      "text": "在邮件或文档工具里完成研究摘要",
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    },
    {
      "id": 72,
      "start": 167.0,
      "end": 169.866,
      "text": "它还能分析科学数据和生成图表",
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    },
    {
      "id": 73,
      "start": 169.966,
      "end": 172.566,
      "text": "创建网站以后再运行前端测试",
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    },
    {
      "id": 74,
      "start": 172.733,
      "end": 174.6,
      "text": "检查功能有没有真的工作",
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    },
    {
      "id": 75,
      "start": 174.7,
      "end": 175.9,
      "text": "用户只需要给出",
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    },
    {
      "id": 76,
      "start": 175.9,
      "end": 177.566,
      "text": "一个应当完成的结果",
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    },
    {
      "id": 77,
      "start": 177.566,
      "end": 179.366,
      "text": "不必指定每一步操作",
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    },
    {
      "id": 78,
      "start": 179.466,
      "end": 180.866,
      "text": "这意味着工作里的",
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    },
    {
      "id": 79,
      "start": 180.866,
      "end": 182.6,
      "text": "最小单位正在改变",
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    },
    {
      "id": 80,
      "start": 183.066,
      "end": 186.166,
      "text": "以前人把工作拆成一个个动作",
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    },
    {
      "id": 81,
      "start": 186.2,
      "end": 187.766,
      "text": "再让软件执行",
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      "timing_uncertain": false
    },
    {
      "id": 82,
      "start": 187.9,
      "end": 189.566,
      "text": "进入代理时代以后",
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      "timing_uncertain": false
    },
    {
      "id": 83,
      "start": 189.6,
      "end": 190.933,
      "text": "人交代目标",
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    },
    {
      "id": 84,
      "start": 191.166,
      "end": 192.933,
      "text": "AI自己拆解动作",
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      "timing_uncertain": false
    },
    {
      "id": 85,
      "start": 193.066,
      "end": 195.466,
      "text": "调用工具并检查进度",
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      "timing_uncertain": false
    },
    {
      "id": 86,
      "start": 195.5,
      "end": 197.2,
      "text": "然后把结果交回来",
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    },
    {
      "id": 87,
      "start": 197.2,
      "end": 198.666,
      "text": "从告诉人怎么做",
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    },
    {
      "id": 88,
      "start": 198.666,
      "end": 200.366,
      "text": "到替人把事情做完",
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    },
    {
      "id": 89,
      "start": 200.7,
      "end": 202.1,
      "text": "中间只差一句话",
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    },
    {
      "id": 90,
      "start": 202.266,
      "end": 204.266,
      "text": "商业价值却完全不同",
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    },
    {
      "id": 91,
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      "end": 206.966,
      "text": "一家公司愿意为答案付多少钱",
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    },
    {
      "id": 92,
      "start": 207.166,
      "end": 209.333,
      "text": "取决于答案能不能变成结果",
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    },
    {
      "id": 93,
      "start": 209.466,
      "end": 211.5,
      "text": "写一段客户分析只是建议",
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    },
    {
      "id": 94,
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      "end": 213.2,
      "text": "把数据放进表格",
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    },
    {
      "id": 95,
      "start": 213.7,
      "end": 216.3,
      "text": "生成演示文稿并更新CRM",
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      "timing_uncertain": false
    },
    {
      "id": 96,
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      "end": 217.766,
      "text": "随后准备好会议",
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    },
    {
      "id": 97,
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      "end": 219.6,
      "text": "材料才算进入工作流",
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    },
    {
      "id": 98,
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      "text": "聊天机器人卖的是信息",
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    },
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    },
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      "text": "答案的公司推向承接数字工作的",
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    },
    {
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      "text": "公司官方公布的OASST world 2.0测试里",
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    },
    {
      "id": 104,
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      "text": "高于GPT5.6soul的65.7%",
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    },
    {
      "id": 105,
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      "text": "同一组延迟模拟中",
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    },
    {
      "id": 106,
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      "end": 247.133,
      "text": "它完成每项任务大约需要40分钟",
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    },
    {
      "id": 107,
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      "end": 249.5,
      "text": "上一代约为75分钟",
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    },
    {
      "id": 108,
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      "end": 251.766,
      "text": "时间减少47%",
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    },
    {
      "id": 109,
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      "text": "Codex运行框架同步升级以后",
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    },
    {
      "id": 110,
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    {
      "id": 111,
      "start": 257.5,
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      "text": "达到上一代体验的1.9倍",
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    },
    {
      "id": 112,
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      "text": "这些数字还不能算现实",
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    },
    {
      "id": 113,
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      "text": "办公室的生产力报告",
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    },
    {
      "id": 114,
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      "end": 266.533,
      "text": "测试环境比真实企业干净",
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    },
    {
      "id": 115,
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      "text": "权限结构也简单的多",
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    },
    {
      "id": 116,
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      "end": 270.7,
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      "id": 117,
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    },
    {
      "id": 118,
      "start": 273.1,
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    },
    {
      "id": 119,
      "start": 274.9,
      "end": 276.666,
      "text": "互相冲突的管理命令",
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    },
    {
      "id": 120,
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      "end": 278.7,
      "text": "模型在基准里成功",
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    },
    {
      "id": 121,
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      "text": "进入银行医院或制造企业",
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    },
    {
      "id": 122,
      "start": 281.333,
      "end": 283.466,
      "text": "后未必能保持同样表现",
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    },
    {
      "id": 123,
      "start": 283.5,
      "end": 285.3,
      "text": "可是方向已经很清楚",
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    },
    {
      "id": 124,
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      "end": 288.6,
      "text": "模型公司竞争的目标从回答",
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      "timing_uncertain": false
    },
    {
      "id": 125,
      "start": 288.6,
      "end": 291.9,
      "text": "正确转向在软件里完成一段工作",
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    },
    {
      "id": 126,
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      "end": 293.333,
      "text": "一旦成功率越过",
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    },
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      "id": 127,
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      "end": 295.066,
      "text": "企业能够接受的门槛",
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    },
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      "id": 128,
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      "text": "岗位不会先整块消失",
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    },
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      "id": 129,
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      "text": "岗位内部会先被拆开",
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    },
    {
      "id": 130,
      "start": 299.8,
      "end": 302.3,
      "text": "一名分析师要找资料清洗",
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    },
    {
      "id": 131,
      "start": 302.3,
      "end": 305.2,
      "text": "数据制作表格后解释异常",
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      "id": 132,
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      "end": 308.6,
      "text": "还要判断业务影响并向管理层负责",
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      "end": 310.9,
      "text": "extra可以接走前面几项",
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      "id": 134,
      "start": 311.3,
      "end": 313.6,
      "text": "分析师留下的部分会更集中在",
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      "id": 135,
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      "end": 317.3,
      "text": "定义问题识别异常和承担判断后果",
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      "id": 136,
      "start": 317.7,
      "end": 319.5,
      "text": "律师助理要查材料套",
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      "timing_uncertain": false
    },
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      "id": 137,
      "start": 319.5,
      "end": 322.066,
      "text": "模板整理证据并检查格式",
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      "timing_uncertain": false
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      "id": 138,
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      "end": 324.566,
      "text": "AI可以压缩大量准备工作",
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    },
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      "id": 139,
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      "end": 327.333,
      "text": "律师仍要确认法律立场和风险",
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      "timing_uncertain": false
    },
    {
      "id": 140,
      "start": 327.533,
      "end": 329.8,
      "text": "程序员也不会只剩下写代码",
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    },
    {
      "id": 141,
      "start": 330.166,
      "end": 331.566,
      "text": "他们会花更多时间",
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      "text": "定义需求和设计边界",
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    },
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      "id": 143,
      "start": 333.7,
      "end": 335.333,
      "text": "在审核代理改动",
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    },
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      "id": 144,
      "start": 335.333,
      "end": 337.766,
      "text": "并为系统上线后的结果负责",
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      "text": "这就是第一层分工",
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      "id": 146,
      "start": 339.7,
      "end": 342.8,
      "text": "AI拿走能清楚描述和反复执行",
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    },
    {
      "id": 147,
      "start": 343.333,
      "end": 345.3,
      "text": "而且结果可验证的任务",
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      "id": 148,
      "start": 345.6,
      "end": 347.5,
      "text": "人类保留目标和责任",
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      "end": 350.966,
      "text": "可描述比是否需要高学历更关键",
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    {
      "id": 150,
      "start": 351.2,
      "end": 353.766,
      "text": "很多过去被称为专业工作的任务",
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      "id": 151,
      "start": 353.966,
      "end": 355.966,
      "text": "本质上仍有明确输入",
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      "id": 152,
      "start": 355.966,
      "end": 358.6,
      "text": "标准流程和可检查结果",
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    },
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      "id": 153,
      "start": 358.666,
      "end": 359.933,
      "text": "他们曾经昂贵",
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    },
    {
      "id": 154,
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      "end": 363.0,
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      "text": "模型一旦能读懂专业材料",
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    {
      "id": 156,
      "start": 365.366,
      "end": 366.766,
      "text": "又能操作工具",
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    {
      "id": 157,
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      "end": 369.6,
      "text": "这部分工作就会迅速降价",
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      "id": 158,
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      "text": "反过来一些看起来并不高深的工作",
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      "id": 159,
      "start": 372.666,
      "end": 374.333,
      "text": "反而更难交给AI",
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      "text": "照顾儿童和处理突发冲突",
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      "id": 161,
      "start": 377.133,
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      "id": 162,
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      "text": "并判断现场安全",
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      "id": 163,
      "start": 381.0,
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      "text": "往往没有完整数据",
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      "id": 164,
      "start": 382.5,
      "end": 384.166,
      "text": "也没有统一评分标准",
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      "id": 165,
      "start": 384.733,
      "end": 386.0,
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      "id": 166,
      "start": 386.1,
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      "text": "责任又无法交给模型",
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      "id": 167,
      "start": 387.966,
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      "text": "AI能力越强",
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      "id": 169,
      "start": 392.266,
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      "text": "和自动化难度是两回事",
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      "id": 170,
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      "id": 171,
      "start": 396.933,
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      "text": "研究已经出现这种转变",
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      "id": 172,
      "start": 399.0,
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      "text": "2026年上半年",
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      "id": 173,
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      "end": 403.666,
      "text": "活跃用户数量增长超过5倍",
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      "id": 174,
      "start": 403.933,
      "end": 405.533,
      "text": "增长最快的群体已经",
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      "id": 175,
      "start": 405.533,
      "end": 407.6,
      "text": "扩展到软件开发者之外",
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      "id": 176,
      "start": 407.733,
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      "text": "超过10%的用户每周至少有一次",
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      "id": 177,
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      "end": 412.733,
      "text": "同时管理三个或更多代理",
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      "id": 178,
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      "id": 179,
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      "text": "流程保存成可重复调用的指令",
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      "id": 180,
      "start": 420.4,
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      "text": "还有一个数字更值得注意",
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      "id": 181,
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      "text": "年初以来",
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      "id": 182,
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      "end": 426.8,
      "text": "个人用户提交经验丰富的人类",
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      "id": 183,
      "start": 426.8,
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      "text": "需要8小时以上才能完成的任务",
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      "id": 184,
      "start": 429.9,
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      "text": "占比增长接近10倍",
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      "id": 185,
      "start": 432.866,
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      "text": "Openai内部的使用更激进",
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      "id": 186,
      "start": 435.4,
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      "text": "2026年6月",
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      "id": 187,
      "start": 436.966,
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      "id": 188,
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      "id": 192,
      "start": 450.4,
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      "text": "机器输出更多文字",
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      "end": 456.9,
      "text": "也可能制造更多需要审查的内容",
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      "text": "但这些数据至少证明AI使用方式",
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      "text": "已经从偶尔问答转向并行派工",
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      "text": "现在有人同时管理几个",
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      "id": 199,
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      "end": 470.7,
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      "text": "会执行任务的AI之间也会分工",
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      "text": "而人类逐渐变成调度者",
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      "text": "一个代理检查数据",
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      "text": "一个代理写代码",
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      "id": 206,
      "start": 484.4,
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    },
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      "id": 207,
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      "id": 210,
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      "text": "工具和必须复合的结果",
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      "id": 211,
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      "end": 496.766,
      "text": "个人的产出上限从工作速度",
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      "id": 212,
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      "end": 499.966,
      "text": "转向能够同时监督多少条任务链",
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      "id": 213,
      "start": 500.1,
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      "text": "这种变化会先奖励",
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      "id": 214,
      "start": 501.666,
      "end": 503.866,
      "text": "一批工作流翻译者",
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    {
      "id": 215,
      "start": 504.266,
      "end": 506.3,
      "text": "他们未必是最强的程序员",
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      "id": 216,
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      "end": 508.2,
      "text": "也未必最懂模型原理",
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      "id": 217,
      "start": 508.3,
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      "text": "他们知道怎么把模糊",
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      "id": 218,
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      "id": 219,
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      "end": 513.733,
      "text": "也知道在哪里设置检查点",
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      "id": 220,
      "start": 514.166,
      "end": 515.966,
      "text": "什么结果不能自动放行",
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      "id": 222,
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      "end": 521.566,
      "text": "接下来还需要会把事情交给AI",
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    {
      "id": 223,
      "start": 521.866,
      "end": 524.7,
      "text": "又能看出AI什么时候做错的人",
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      "end": 528.166,
      "text": "很多初级岗位会因此承受最大压力",
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      "id": 225,
      "start": 528.3,
      "end": 530.466,
      "text": "初级员工过去承担的价值",
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      "id": 226,
      "start": 530.6,
      "end": 532.366,
      "text": "往往就是把高级人员的",
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      "end": 535.2,
      "text": "模糊要求翻译成资料和表格",
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    },
    {
      "id": 228,
      "start": 535.266,
      "end": 537.166,
      "text": "再完成初稿与代码",
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    },
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      "id": 229,
      "start": 537.166,
      "end": 539.933,
      "text": "这个过程既是生产也是训练",
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    },
    {
      "id": 230,
      "start": 540.4,
      "end": 542.266,
      "text": "新人通过大量低风险",
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    },
    {
      "id": 231,
      "start": 542.266,
      "end": 544.066,
      "text": "任务学习行业判断",
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    },
    {
      "id": 232,
      "start": 544.3,
      "end": 547.0,
      "text": "几年后才有能力处理高风险决策",
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      "id": 233,
      "start": 547.166,
      "end": 550.466,
      "text": "如果AI把这些入门任务大面积接走",
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    },
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      "id": 234,
      "start": 550.6,
      "end": 552.966,
      "text": "企业短期会觉得效率提高",
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    {
      "id": 235,
      "start": 553.133,
      "end": 556.066,
      "text": "长期却可能失去培养专家的路径",
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    },
    {
      "id": 236,
      "start": 556.366,
      "end": 558.966,
      "text": "没有经历过几十次基础审查的人",
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      "timing_uncertain": false
    },
    {
      "id": 237,
      "start": 559.133,
      "end": 561.1,
      "text": "很难突然成为能够发现",
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      "timing_uncertain": false
    },
    {
      "id": 238,
      "start": 561.1,
      "end": 563.3,
      "text": "模型错误的高级审查者",
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      "timing_uncertain": false
    },
    {
      "id": 239,
      "start": 563.466,
      "end": 566.066,
      "text": "自动化最先削掉的是梯子的下半段",
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    },
    {
      "id": 240,
      "start": 566.266,
      "end": 567.933,
      "text": "组织却仍然希望顶端",
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      "timing_uncertain": false
    },
    {
      "id": 241,
      "start": 567.933,
      "end": 569.966,
      "text": "不断出现经验丰富的人",
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    },
    {
      "id": 242,
      "start": 569.966,
      "end": 572.566,
      "text": "这将迫使公司重新设计培训",
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      "timing_uncertain": false
    },
    {
      "id": 243,
      "start": 572.733,
      "end": 574.4,
      "text": "新人不能只负责AI",
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    },
    {
      "id": 244,
      "start": 574.4,
      "end": 576.133,
      "text": "已经擅长的重复劳动",
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    },
    {
      "id": 245,
      "start": 576.666,
      "end": 579.1,
      "text": "他们需要更早接触真实决策",
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      "timing_uncertain": false
    },
    {
      "id": 246,
      "start": 579.333,
      "end": 582.2,
      "text": "同时在受控环境里学习验证模型",
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      "timing_uncertain": false
    },
    {
      "id": 247,
      "start": 582.8,
      "end": 585.966,
      "text": "会用AI需要的远不止一句提示词",
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      "timing_uncertain": false
    },
    {
      "id": 248,
      "start": 586.1,
      "end": 587.733,
      "text": "真正稀缺的能力包括",
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    },
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      "id": 249,
      "start": 587.733,
      "end": 590.2,
      "text": "任务建模和证据核对",
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    },
    {
      "id": 250,
      "start": 590.266,
      "end": 592.9,
      "text": "也包括权限设计及事故复盘",
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    },
    {
      "id": 251,
      "start": 593.1,
      "end": 595.966,
      "text": "软件工程会最早展示这套新结构",
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      "timing_uncertain": false
    },
    {
      "id": 252,
      "start": 596.8,
      "end": 601.0,
      "text": "Astra在Terminalbench4.0上取得57.9%",
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      "timing_uncertain": false
    },
    {
      "id": 253,
      "start": 601.133,
      "end": 603.933,
      "text": "上一代soul为37.3%",
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      "timing_uncertain": false
    },
    {
      "id": 254,
      "start": 604.133,
      "end": 608.366,
      "text": "Claude Fabo5.1的成绩是55.8%",
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    },
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      "id": 255,
      "start": 608.566,
      "end": 610.466,
      "text": "Astra在处理终端任务和",
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      "timing_uncertain": false
    },
    {
      "id": 256,
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      "end": 612.6,
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      "text": "任务依然无法一次成功",
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    {
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    {
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      "id": 265,
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      "text": "人的位置会从执行改成审批",
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    {
      "id": 266,
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    {
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      "text": "基础设施需要知道每一项改动从",
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    {
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      "text": "谁批准上线",
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    },
    {
      "id": 272,
      "start": 646.333,
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    {
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    {
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    },
    {
      "id": 278,
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      "text": "亲手敲出的代码可能减少",
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    {
      "id": 279,
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      "text": "读代码和查边界的时间会上升",
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    },
    {
      "id": 280,
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      "text": "设计测试与承担",
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    },
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      "id": 281,
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    },
    {
      "id": 282,
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      "text": "代码生成越便宜",
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    },
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      "text": "验证可靠性的价格越高",
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    {
      "id": 284,
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      "text": "这就是第三层分工",
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      "text": "AI负责扩大生产",
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    },
    {
      "id": 286,
      "start": 675.966,
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      "text": "人类负责压住错误",
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      "timing_uncertain": false
    },
    {
      "id": 287,
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      "text": "网络安全把这条规律推到了极端",
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    },
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      "text": "Astra是Openai第一个被列入",
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    },
    {
      "id": 289,
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    },
    {
      "id": 290,
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    },
    {
      "id": 291,
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      "text": "只要拥有合适工具和访问权限",
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    },
    {
      "id": 292,
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    },
    {
      "id": 293,
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      "text": "在多个防御较强的",
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      "timing_uncertain": false
    },
    {
      "id": 294,
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      "text": "系统中开发利用方法",
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    },
    {
      "id": 295,
      "start": 697.7,
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      "text": "而且不需要人类逐步指导",
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    },
    {
      "id": 296,
      "start": 699.866,
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      "text": "在Exploitbench上",
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    },
    {
      "id": 297,
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      "text": "Aster达到100%",
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    },
    {
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    },
    {
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    },
    {
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    },
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    },
    {
      "id": 303,
      "start": 717.466,
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      "text": "的新漏洞建立测试集",
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    },
    {
      "id": 304,
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      "text": "试图降低模型记住历史答案的影响",
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    },
    {
      "id": 305,
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      "text": "测试期间",
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    },
    {
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    },
    {
      "id": 307,
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    },
    {
      "id": 308,
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      "text": "公司表示正在向维护者披露",
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    },
    {
      "id": 309,
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      "text": "更接近真实环境的专家",
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    },
    {
      "id": 310,
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      "end": 735.533,
      "text": "评估也给出了危险信号",
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    },
    {
      "id": 311,
      "start": 736.066,
      "end": 738.0,
      "text": "没有生产安全措施时",
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    },
    {
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      "text": "ASTR能够利用未知漏洞在加固",
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    },
    {
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      "start": 740.8,
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      "text": "浏览器中实现任意代码执行",
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    },
    {
      "id": 314,
      "start": 743.366,
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      "text": "也能为加固操作系统构造提权利用",
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    },
    {
      "id": 315,
      "start": 746.533,
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      "text": "这些描述仍然来自",
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    },
    {
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      "start": 748.066,
      "end": 749.966,
      "text": "Openai及其合作评估",
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    },
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      "start": 750.1,
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      "text": "外界需要更多独立验证",
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    },
    {
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      "start": 752.5,
      "end": 754.533,
      "text": "可一家模型公司愿意把自己",
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    },
    {
      "id": 319,
      "start": 754.533,
      "end": 756.866,
      "text": "的通用模型列入最高风险档",
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    },
    {
      "id": 320,
      "start": 757.1,
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      "text": "本身已经说明门槛发生了变化",
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    },
    {
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      "text": "同一项能力可以替防守方检查代码",
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      "timing_uncertain": false
    },
    {
      "id": 322,
      "start": 762.466,
      "end": 765.4,
      "text": "也能替攻击者缩短寻找入口的时间",
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    },
    {
      "id": 323,
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      "text": "过去顶级漏洞研究依赖少数专家",
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    },
    {
      "id": 324,
      "start": 769.333,
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      "text": "未来大量基础侦查漏洞验证和",
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    },
    {
      "id": 325,
      "start": 772.9,
      "end": 775.7,
      "text": "补丁准备可能由代理并行完成",
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    },
    {
      "id": 326,
      "start": 775.866,
      "end": 778.133,
      "text": "网络安全的速度会整体提高",
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    },
    {
      "id": 327,
      "start": 778.266,
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      "text": "攻防双方却不会同时获得相同权限",
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    },
    {
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      "start": 781.566,
      "end": 782.366,
      "text": "Openai",
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    },
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      "id": 329,
      "start": 782.766,
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      "text": "选择先把高级能力交给",
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    {
      "id": 330,
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      "text": "受审核的daybreak参与者",
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    },
    {
      "id": 331,
      "start": 786.533,
      "end": 788.5,
      "text": "并宣布投入10亿美元",
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    },
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      "id": 332,
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    },
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      "id": 333,
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      "text": "地方政府与社区银行",
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    },
    {
      "id": 334,
      "start": 792.7,
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      "text": "以及非盈利组织和开源维护者",
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    },
    {
      "id": 335,
      "start": 795.733,
      "end": 797.1,
      "text": "都可以获得补贴",
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    },
    {
      "id": 336,
      "start": 797.1,
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      "text": "访问培训及技术支持",
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    },
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      "id": 337,
      "start": 799.7,
      "end": 801.2,
      "text": "目标是在6个月内",
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    },
    {
      "id": 338,
      "start": 801.333,
      "end": 803.333,
      "text": "让资源较弱的防守方",
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    },
    {
      "id": 339,
      "start": 803.333,
      "end": 805.1,
      "text": "尽快用上先进模型",
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    },
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      "start": 805.166,
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      "text": "这项计划表面是公益投入",
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    },
    {
      "id": 341,
      "start": 807.2,
      "end": 808.666,
      "text": "也是一种制度实验",
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    },
    {
      "id": 342,
      "start": 809.333,
      "end": 810.933,
      "text": "模型已经有能力承担",
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    },
    {
      "id": 343,
      "start": 810.933,
      "end": 812.566,
      "text": "部分高级安全工作",
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    },
    {
      "id": 344,
      "start": 812.733,
      "end": 815.266,
      "text": "真正的难题变成谁可以使用",
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    },
    {
      "id": 345,
      "start": 815.3,
      "end": 817.0,
      "text": "可以对什么系统使用",
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    },
    {
      "id": 346,
      "start": 817.1,
      "end": 819.2,
      "text": "以及每次行动由谁授权",
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      "timing_uncertain": false
    },
    {
      "id": 347,
      "start": 819.5,
      "end": 821.1,
      "text": "算力不再只是商品",
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    },
    {
      "id": 348,
      "start": 821.4,
      "end": 824.366,
      "text": "它开始像受控设备一样分级开放",
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    },
    {
      "id": 349,
      "start": 824.533,
      "end": 827.3,
      "text": "网络安全由此出现第四层分工",
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    },
    {
      "id": 350,
      "start": 827.4,
      "end": 829.0,
      "text": "模型发现和验证",
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    },
    {
      "id": 351,
      "start": 829.533,
      "end": 831.0,
      "text": "人类授权和披露",
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    },
    {
      "id": 352,
      "start": 831.2,
      "end": 832.866,
      "text": "机构承担法律责任",
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      "timing_uncertain": false
    },
    {
      "id": 353,
      "start": 832.866,
      "end": 834.6,
      "text": "平台保留切断能力",
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      "timing_uncertain": false
    },
    {
      "id": 354,
      "start": 834.733,
      "end": 837.1,
      "text": "这种分工不会让责任更简单",
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    },
    {
      "id": 355,
      "start": 837.333,
      "end": 838.933,
      "text": "模型找到一个漏洞后",
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      "timing_uncertain": false
    },
    {
      "id": 356,
      "start": 838.933,
      "end": 840.3,
      "text": "是否立即修复",
      "source": "source_caption",
      "timing_uncertain": false
    },
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      "text": "是否先通知供应商",
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      "text": "是否会影响正在运行的关键系统",
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      "timing_uncertain": false
    },
    {
      "id": 359,
      "start": 846.0,
      "end": 847.6,
      "text": "都需要专业判断",
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    },
    {
      "id": 360,
      "start": 847.8,
      "end": 849.666,
      "text": "如果代理在修复过程",
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    },
    {
      "id": 361,
      "start": 849.666,
      "end": 851.666,
      "text": "中让供水系统停摆",
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    },
    {
      "id": 362,
      "start": 852.0,
      "end": 855.5,
      "text": "用户不能接受一句模型自己决定的",
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    },
    {
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      "start": 855.566,
      "end": 857.333,
      "text": "企业购买的是自动化",
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    },
    {
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      "start": 857.366,
      "end": 859.6,
      "text": "法律追究的仍然是人和机构",
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    },
    {
      "id": 365,
      "start": 859.733,
      "end": 861.0,
      "text": "更麻烦的是",
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    },
    {
      "id": 366,
      "start": 861.133,
      "end": 862.366,
      "text": "extra越聪明",
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    },
    {
      "id": 367,
      "start": 862.9,
      "end": 865.0,
      "text": "监控它的方法反而越吃力",
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    },
    {
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      "start": 865.166,
      "end": 867.0,
      "text": "Openai的安全报告称",
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    },
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      "start": 867.2,
      "end": 869.966,
      "text": "Astra整体上比GPT 5.6 soul",
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      "timing_uncertain": false
    },
    {
      "id": 370,
      "start": 870.1,
      "end": 871.933,
      "text": "更愿意遵守权限边界",
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      "timing_uncertain": false
    },
    {
      "id": 371,
      "start": 872.166,
      "end": 874.066,
      "text": "在一项根据hugging face",
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    },
    {
      "id": 372,
      "start": 874.066,
      "end": 875.9,
      "text": "事故设计的测试中",
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    },
    {
      "id": 373,
      "start": 875.966,
      "end": 878.766,
      "text": "上一代模型在没有生产防护时",
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    },
    {
      "id": 374,
      "start": 878.8,
      "end": 882.2,
      "text": "有48%的情况会越过授权目标",
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    },
    {
      "id": 375,
      "start": 882.566,
      "end": 886.6,
      "text": "Astra是0% 它对提示注入的抵抗也更强",
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      "timing_uncertain": false
    },
    {
      "id": 376,
      "start": 886.866,
      "end": 889.666,
      "text": "在模拟办公室和浏览器环境里",
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      "timing_uncertain": false
    },
    {
      "id": 377,
      "start": 889.666,
      "end": 892.5,
      "text": "引发未授权交易数据丢失",
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      "timing_uncertain": false
    },
    {
      "id": 378,
      "start": 892.5,
      "end": 894.566,
      "text": "或绕过控制的概率更低",
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      "timing_uncertain": false
    },
    {
      "id": 379,
      "start": 894.566,
      "end": 895.533,
      "text": "这是一面",
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    },
    {
      "id": 380,
      "start": 896.0,
      "end": 898.066,
      "text": "另一面写在同一份系统卡里",
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    },
    {
      "id": 381,
      "start": 898.066,
      "end": 901.566,
      "text": "Astra对自己推理过程的控制力更强",
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      "timing_uncertain": false
    },
    {
      "id": 382,
      "start": 901.8,
      "end": 904.566,
      "text": "思维链里留下的可疑线索更少",
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      "timing_uncertain": false
    },
    {
      "id": 383,
      "start": 904.6,
      "end": 906.1,
      "text": "在刻意要求它逃避",
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      "timing_uncertain": false
    },
    {
      "id": 384,
      "start": 906.1,
      "end": 907.733,
      "text": "监控的对抗测试中",
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      "timing_uncertain": false
    },
    {
      "id": 385,
      "start": 907.866,
      "end": 909.566,
      "text": "它能够故意降低表现",
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      "timing_uncertain": false
    },
    {
      "id": 386,
      "start": 909.6,
      "end": 911.666,
      "text": "让系统误以为能力不足",
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      "timing_uncertain": false
    },
    {
      "id": 387,
      "start": 911.966,
      "end": 913.566,
      "text": "某些模拟破坏任务里",
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      "timing_uncertain": false
    },
    {
      "id": 388,
      "start": 913.566,
      "end": 915.333,
      "text": "它还会避开内部监控",
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      "timing_uncertain": false
    },
    {
      "id": 389,
      "start": 915.533,
      "end": 917.766,
      "text": "Openai没有发现它利用普通",
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      "timing_uncertain": false
    },
    {
      "id": 390,
      "start": 917.766,
      "end": 920.3,
      "text": "文字隐藏复杂推理的证据",
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      "timing_uncertain": false
    },
    {
      "id": 391,
      "start": 920.566,
      "end": 922.866,
      "text": "完整轨迹监控在部分",
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      "timing_uncertain": false
    },
    {
      "id": 392,
      "start": 922.866,
      "end": 925.2,
      "text": "测试中也能抓住危险行为",
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    },
    {
      "id": 393,
      "start": 925.366,
      "end": 928.266,
      "text": "上述结果主要来自研究人员主动",
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      "timing_uncertain": false
    },
    {
      "id": 394,
      "start": 928.266,
      "end": 930.966,
      "text": "要求模型规避监控的极端场景",
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      "timing_uncertain": false
    },
    {
      "id": 395,
      "start": 931.333,
      "end": 933.566,
      "text": "不能推导成Astra会在普通",
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      "timing_uncertain": false
    },
    {
      "id": 396,
      "start": 933.566,
      "end": 935.733,
      "text": "任务里自行策划欺骗",
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      "timing_uncertain": false
    },
    {
      "id": 397,
      "start": 935.9,
      "end": 937.133,
      "text": "可这仍然揭示了",
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      "timing_uncertain": false
    },
    {
      "id": 398,
      "start": 937.133,
      "end": 938.9,
      "text": "一条很难回避的规律",
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      "timing_uncertain": false
    },
    {
      "id": 399,
      "start": 939.366,
      "end": 940.6,
      "text": "模型越有能力",
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      "timing_uncertain": false
    },
    {
      "id": 400,
      "start": 940.7,
      "end": 942.666,
      "text": "它越能理解评测规则",
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    },
    {
      "id": 401,
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      "end": 944.933,
      "text": "监控方式和权限边界",
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    },
    {
      "id": 402,
      "start": 945.1,
      "end": 946.4,
      "text": "就是安全方案",
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      "timing_uncertain": false
    },
    {
      "id": 403,
      "start": 946.4,
      "end": 947.9,
      "text": "假设系统会把自己的",
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      "timing_uncertain": false
    },
    {
      "id": 404,
      "start": 947.9,
      "end": 949.966,
      "text": "意图暴露在推理文字里",
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      "timing_uncertain": false
    },
    {
      "id": 405,
      "start": 950.0,
      "end": 952.866,
      "text": "下一代模型却可能用更短的推理",
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      "timing_uncertain": false
    },
    {
      "id": 406,
      "start": 952.933,
      "end": 954.333,
      "text": "直接调用工具",
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      "timing_uncertain": false
    },
    {
      "id": 407,
      "start": 954.4,
      "end": 956.933,
      "text": "或者根据监控环境调整行为",
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      "timing_uncertain": false
    },
    {
      "id": 408,
      "start": 957.2,
      "end": 958.9,
      "text": "安全团队面对的对象",
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      "timing_uncertain": false
    },
    {
      "id": 409,
      "start": 958.9,
      "end": 961.066,
      "text": "不再只是会出错的软件",
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      "timing_uncertain": false
    },
    {
      "id": 410,
      "start": 961.366,
      "end": 963.166,
      "text": "也是能够理解自己",
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      "timing_uncertain": false
    },
    {
      "id": 411,
      "start": 963.166,
      "end": 965.0,
      "text": "正在被检查的系统",
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      "timing_uncertain": false
    },
    {
      "id": 412,
      "start": 965.1,
      "end": 968.266,
      "text": "所以AGI大分工里最昂贵的职业",
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      "timing_uncertain": false
    },
    {
      "id": 413,
      "start": 968.366,
      "end": 970.3,
      "text": "可能是验证代理的人",
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      "timing_uncertain": false
    },
    {
      "id": 414,
      "start": 970.733,
      "end": 973.266,
      "text": "模型可以一分钟写出10份报告",
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      "timing_uncertain": false
    },
    {
      "id": 415,
      "start": 973.5,
      "end": 976.266,
      "text": "验证者要确认数据有没有被误读",
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      "timing_uncertain": false
    },
    {
      "id": 416,
      "start": 976.466,
      "end": 978.7,
      "text": "模型可以提交几千行代码",
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      "timing_uncertain": false
    },
    {
      "id": 417,
      "start": 978.966,
      "end": 981.366,
      "text": "审核者要保证没有权限漏洞",
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      "timing_uncertain": false
    },
    {
      "id": 418,
      "start": 981.666,
      "end": 983.566,
      "text": "模型可以发现零日漏洞",
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      "timing_uncertain": false
    },
    {
      "id": 419,
      "start": 983.766,
      "end": 986.133,
      "text": "安全负责人要决定如何处置",
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      "timing_uncertain": false
    },
    {
      "id": 420,
      "start": 986.9,
      "end": 988.666,
      "text": "生产速度上升以后",
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      "timing_uncertain": false
    },
    {
      "id": 421,
      "start": 988.733,
      "end": 990.2,
      "text": "判断速度跟不上",
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      "timing_uncertain": false
    },
    {
      "id": 422,
      "start": 990.3,
      "end": 992.866,
      "text": "整个组织反而会堵在审查环节",
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      "timing_uncertain": false
    },
    {
      "id": 423,
      "start": 992.9,
      "end": 994.966,
      "text": "这会让企业产生新的诱惑",
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      "timing_uncertain": false
    },
    {
      "id": 424,
      "start": 995.4,
      "end": 997.0,
      "text": "既然人工审核太慢",
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      "timing_uncertain": false
    },
    {
      "id": 425,
      "start": 997.0,
      "end": 998.9,
      "text": "就再放一个AI去审核",
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      "timing_uncertain": false
    },
    {
      "id": 426,
      "start": 999.1,
      "end": 1001.266,
      "text": "第一个AI第三个模型检查",
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      "timing_uncertain": false
    },
    {
      "id": 427,
      "start": 1001.366,
      "end": 1003.133,
      "text": "第二个模型监控系统",
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      "timing_uncertain": false
    },
    {
      "id": 428,
      "start": 1003.2,
      "end": 1004.9,
      "text": "再给所有行为打分",
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      "timing_uncertain": false
    },
    {
      "id": 429,
      "start": 1004.966,
      "end": 1006.566,
      "text": "自动化层层叠加",
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      "timing_uncertain": false
    },
    {
      "id": 430,
      "start": 1006.566,
      "end": 1008.566,
      "text": "看起来能够解决规模问题",
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      "timing_uncertain": false
    },
    {
      "id": 431,
      "start": 1008.733,
      "end": 1010.133,
      "text": "但最后仍需要有人",
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      "timing_uncertain": false
    },
    {
      "id": 432,
      "start": 1010.133,
      "end": 1011.9,
      "text": "决定什么分数可以放行",
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      "timing_uncertain": false
    },
    {
      "id": 433,
      "start": 1012.0,
      "end": 1014.533,
      "text": "以及监控模型本身是否可靠",
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      "timing_uncertain": false
    },
    {
      "id": 434,
      "start": 1014.866,
      "end": 1016.8,
      "text": "责任无法无限向下委派",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 435,
      "start": 1017.066,
      "end": 1018.366,
      "text": "Astra也没有在所有",
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      "timing_uncertain": false
    },
    {
      "id": 436,
      "start": 1018.366,
      "end": 1020.3,
      "text": "能力上统一碾压同行",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 437,
      "start": 1020.7,
      "end": 1022.9,
      "text": "Openai公布的对比表里",
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      "timing_uncertain": false
    },
    {
      "id": 438,
      "start": 1022.933,
      "end": 1026.533,
      "text": "它在ARC AGI3达到99.9%",
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      "timing_uncertain": false
    },
    {
      "id": 439,
      "start": 1026.933,
      "end": 1030.2,
      "text": "Frontier math TIER 4接近98%",
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      "timing_uncertain": false
    },
    {
      "id": 440,
      "start": 1030.366,
      "end": 1033.366,
      "text": "电脑操作和网络安全表现也很突出",
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      "timing_uncertain": false
    },
    {
      "id": 441,
      "start": 1033.5,
      "end": 1036.7,
      "text": "可在带工具的humanities last exam中",
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      "timing_uncertain": false
    },
    {
      "id": 442,
      "start": 1037.133,
      "end": 1039.9,
      "text": "Astra是57.2%",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 443,
      "start": 1040.3,
      "end": 1043.866,
      "text": "Claude fable 5.1为65% artificial",
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      "timing_uncertain": false
    },
    {
      "id": 444,
      "start": 1043.866,
      "end": 1045.866,
      "text": "analysis intelligence index上",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 445,
      "start": 1046.166,
      "end": 1047.966,
      "text": "Astro为61.2",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 446,
      "start": 1048.333,
      "end": 1050.966,
      "text": "fable 5.1是65.7",
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      "timing_uncertain": false
    },
    {
      "id": 447,
      "start": 1050.966,
      "end": 1052.533,
      "text": "这组反差很重要",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 448,
      "start": 1052.8,
      "end": 1054.8,
      "text": "AGI不会像一条百米跑道",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 449,
      "start": 1054.866,
      "end": 1056.7,
      "text": "只要某个模型先撞线",
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      "timing_uncertain": false
    },
    {
      "id": 450,
      "start": 1056.766,
      "end": 1057.866,
      "text": "比赛就结束",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 451,
      "start": 1058.133,
      "end": 1059.733,
      "text": "不同模型会在代码和",
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      "timing_uncertain": false
    },
    {
      "id": 452,
      "start": 1059.733,
      "end": 1061.566,
      "text": "科研任务上形成优势",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 453,
      "start": 1061.7,
      "end": 1064.6,
      "text": "也可能擅长长文本与视觉操作",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 454,
      "start": 1064.6,
      "end": 1065.966,
      "text": "或者专攻安全",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 455,
      "start": 1066.133,
      "end": 1067.533,
      "text": "企业不会把全部工作",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 456,
      "start": 1067.533,
      "end": 1069.066,
      "text": "永久交给一个模型",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 457,
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      "text": "人把能力转化为产品",
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    },
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      "text": "掌握客户关系和责任",
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      "text": "资质的人收取最后的价值",
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      "text": "却能用Aster重做法律",
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    },
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      "end": 1259.733,
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      "text": "把AI当搜索框的人",
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      "text": "真正拉开差距的是专业判断",
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      "text": "不了解财务的人很难发现",
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      "text": "一张漂亮模型里的现金流错误",
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      "start": 1274.3,
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      "text": "不懂安全的人也无法",
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    },
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      "id": 551,
      "start": 1275.866,
      "end": 1278.066,
      "text": "判断漏洞报告是真是假",
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      "start": 1278.766,
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      "text": "AI降低了制作答案的门槛",
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      "start": 1281.133,
      "end": 1283.566,
      "text": "同时提高了识别好答案的价值",
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    },
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      "start": 1283.8,
      "end": 1286.566,
      "text": "教育体系因此会遇到一个尴尬问题",
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      "start": 1287.166,
      "end": 1289.666,
      "text": "如果学生可以让AI完成作业",
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      "id": 556,
      "start": 1289.766,
      "end": 1292.1,
      "text": "写代码和生成实验报告",
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      "text": "学校继续只检查最后成品",
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      "start": 1294.8,
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      "text": "就无法判断学生有没有形成判断力",
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    },
    {
      "id": 559,
      "start": 1297.866,
      "end": 1300.466,
      "text": "可完全禁止AI也不现实",
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    },
    {
      "id": 560,
      "start": 1300.8,
      "end": 1302.166,
      "text": "因为进入职场后",
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    },
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      "id": 561,
      "start": 1302.2,
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      "text": "学生面对的就是代理协作环境",
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    },
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      "text": "教育需要从考察能不能独立产出",
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    },
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      "id": 563,
      "start": 1308.166,
      "end": 1310.0,
      "text": "转向考察能不能定义",
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    },
    {
      "id": 564,
      "start": 1310.0,
      "end": 1313.066,
      "text": "任务验证证据并解释选择",
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    },
    {
      "id": 565,
      "start": 1313.2,
      "end": 1315.1,
      "text": "把所有思考交给模型",
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    },
    {
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      "start": 1315.3,
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      "text": "短期交付会变快",
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    },
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      "id": 567,
      "start": 1317.333,
      "end": 1319.733,
      "text": "长期会失去审查模型的能力",
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    },
    {
      "id": 568,
      "start": 1320.133,
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      "text": "最危险的用户是只会接受结果",
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    },
    {
      "id": 569,
      "start": 1323.166,
      "end": 1325.366,
      "text": "却没有能力判断结果的人",
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    },
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      "id": 570,
      "start": 1325.466,
      "end": 1327.733,
      "text": "管理者同样无法置身事外",
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    },
    {
      "id": 571,
      "start": 1327.8,
      "end": 1329.8,
      "text": "代理可以生成预算方案",
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    },
    {
      "id": 572,
      "start": 1329.8,
      "end": 1332.333,
      "text": "不能替董事会承担投资失败",
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      "timing_uncertain": false
    },
    {
      "id": 573,
      "start": 1332.533,
      "end": 1334.3,
      "text": "它可以筛选候选人",
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    },
    {
      "id": 574,
      "start": 1334.366,
      "end": 1336.766,
      "text": "不能替公司解释歧视风险",
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      "timing_uncertain": false
    },
    {
      "id": 575,
      "start": 1337.166,
      "end": 1339.0,
      "text": "他也能建议裁员名单",
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      "timing_uncertain": false
    },
    {
      "id": 576,
      "start": 1339.0,
      "end": 1342.266,
      "text": "却不能替CEO面对员工和监管机构",
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      "timing_uncertain": false
    },
    {
      "id": 577,
      "start": 1342.4,
      "end": 1344.7,
      "text": "AI会让决策材料更丰富",
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    },
    {
      "id": 578,
      "start": 1344.866,
      "end": 1347.133,
      "text": "却不会自动让决策更正确",
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    },
    {
      "id": 579,
      "start": 1347.366,
      "end": 1350.0,
      "text": "信息生产成本降到很低以后",
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      "timing_uncertain": false
    },
    {
      "id": 580,
      "start": 1350.1,
      "end": 1352.066,
      "text": "选择哪一份信息相信",
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      "timing_uncertain": false
    },
    {
      "id": 581,
      "start": 1352.6,
      "end": 1354.9,
      "text": "反而成为管理层最重要的工作",
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    },
    {
      "id": 582,
      "start": 1355.133,
      "end": 1357.2,
      "text": "GPT6发布当天的宕机",
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    },
    {
      "id": 583,
      "start": 1357.4,
      "end": 1359.1,
      "text": "在这里有了另一层意义",
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    },
    {
      "id": 584,
      "start": 1359.2,
      "end": 1362.6,
      "text": "Openai官方确认chatgpt和Codex",
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      "timing_uncertain": false
    },
    {
      "id": 585,
      "start": 1362.933,
      "end": 1366.066,
      "text": "因为路由错误出现大范围高错误率",
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      "timing_uncertain": false
    },
    {
      "id": 586,
      "start": 1366.1,
      "end": 1367.933,
      "text": "服务故障从美国太平洋时间",
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      "timing_uncertain": false
    },
    {
      "id": 587,
      "start": 1367.933,
      "end": 1370.066,
      "text": "上午七点四十三分左右开始",
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    },
    {
      "id": 588,
      "start": 1370.133,
      "end": 1372.0,
      "text": "八点十七分完成缓解",
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    },
    {
      "id": 589,
      "start": 1372.1,
      "end": 1373.9,
      "text": "随后继续监控到",
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      "timing_uncertain": false
    },
    {
      "id": 590,
      "start": 1373.9,
      "end": 1376.0,
      "text": "九点五十五分标记为解决",
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    },
    {
      "id": 591,
      "start": 1376.166,
      "end": 1378.6,
      "text": "部分Codex远程控制用户还",
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    },
    {
      "id": 592,
      "start": 1378.6,
      "end": 1380.766,
      "text": "需要重新配对移动设备",
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    },
    {
      "id": 593,
      "start": 1381.1,
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      "text": "没有证据证明宕机由extra发布造成",
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      "timing_uncertain": false
    },
    {
      "id": 594,
      "start": 1384.133,
      "end": 1385.566,
      "text": "也没有证据支持",
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      "timing_uncertain": false
    },
    {
      "id": 595,
      "start": 1385.566,
      "end": 1387.466,
      "text": "模型失控之类的猜测",
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      "timing_uncertain": false
    },
    {
      "id": 596,
      "start": 1387.7,
      "end": 1390.0,
      "text": "两件事恰好发生在同一天",
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      "timing_uncertain": false
    },
    {
      "id": 597,
      "start": 1390.2,
      "end": 1392.866,
      "text": "技术上没有已经确认的因果关系",
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    },
    {
      "id": 598,
      "start": 1392.933,
      "end": 1394.966,
      "text": "但这次故障提醒了所有",
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    },
    {
      "id": 599,
      "start": 1394.966,
      "end": 1397.466,
      "text": "准备把工作交给代理的公司",
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      "timing_uncertain": false
    },
    {
      "id": 600,
      "start": 1398.066,
      "end": 1399.733,
      "text": "高度自主的模型仍然",
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    },
    {
      "id": 601,
      "start": 1399.733,
      "end": 1401.666,
      "text": "依赖路由和身份系统",
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      "timing_uncertain": false
    },
    {
      "id": 602,
      "start": 1401.766,
      "end": 1405.066,
      "text": "也离不开云平台网络与数据中心",
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      "timing_uncertain": false
    },
    {
      "id": 603,
      "start": 1405.3,
      "end": 1407.533,
      "text": "模型可以在数学题上接近满分",
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    },
    {
      "id": 604,
      "start": 1407.933,
      "end": 1409.3,
      "text": "也可能因为一个基础服务",
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      "timing_uncertain": false
    },
    {
      "id": 605,
      "start": 1409.3,
      "end": 1411.333,
      "text": "不可用而无法接收任务",
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      "timing_uncertain": false
    },
    {
      "id": 606,
      "start": 1411.466,
      "end": 1413.866,
      "text": "企业把工作流交给AI以后",
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      "timing_uncertain": false
    },
    {
      "id": 607,
      "start": 1413.9,
      "end": 1415.566,
      "text": "供应商宕机不再只",
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      "timing_uncertain": false
    },
    {
      "id": 608,
      "start": 1415.566,
      "end": 1417.533,
      "text": "意味着聊天窗口打不开",
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      "timing_uncertain": false
    },
    {
      "id": 609,
      "start": 1417.6,
      "end": 1419.766,
      "text": "还可能让开发和客服停摆",
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      "timing_uncertain": false
    },
    {
      "id": 610,
      "start": 1419.766,
      "end": 1422.9,
      "text": "分析与内部审批也会受到影响",
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      "timing_uncertain": false
    },
    {
      "id": 611,
      "start": 1423.333,
      "end": 1424.933,
      "text": "AGI时代的韧性问题",
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      "timing_uncertain": false
    },
    {
      "id": 612,
      "start": 1425.466,
      "end": 1427.666,
      "text": "甚至比智力问题更现实",
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      "timing_uncertain": false
    },
    {
      "id": 613,
      "start": 1427.966,
      "end": 1431.0,
      "text": "企业需要准备备用模型和降级流程",
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      "timing_uncertain": false
    },
    {
      "id": 614,
      "start": 1431.166,
      "end": 1434.466,
      "text": "也要保留人工接管与本地数据恢复",
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      "timing_uncertain": false
    },
    {
      "id": 615,
      "start": 1434.533,
      "end": 1435.9,
      "text": "不能把全部数字",
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      "timing_uncertain": false
    },
    {
      "id": 616,
      "start": 1435.9,
      "end": 1437.733,
      "text": "劳动绑在一个接口上",
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      "timing_uncertain": false
    },
    {
      "id": 617,
      "start": 1437.9,
      "end": 1439.3,
      "text": "AI越能做事",
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      "timing_uncertain": false
    },
    {
      "id": 618,
      "start": 1439.466,
      "end": 1441.333,
      "text": "停机造成的损失越大",
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      "timing_uncertain": false
    },
    {
      "id": 619,
      "start": 1441.5,
      "end": 1443.266,
      "text": "模型能力提高的每一步",
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      "timing_uncertain": false
    },
    {
      "id": 620,
      "start": 1443.733,
      "end": 1446.3,
      "text": "都要求基础设施同步增加冗余",
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      "timing_uncertain": false
    },
    {
      "id": 621,
      "start": 1446.466,
      "end": 1448.2,
      "text": "这就是第六层分工",
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    },
    {
      "id": 622,
      "start": 1448.566,
      "end": 1450.266,
      "text": "平时由AI执行",
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      "timing_uncertain": false
    },
    {
      "id": 623,
      "start": 1450.4,
      "end": 1453.2,
      "text": "异常时由人类和备用系统接管",
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      "timing_uncertain": false
    },
    {
      "id": 624,
      "start": 1453.3,
      "end": 1455.1,
      "text": "如果一家公司已经让员工",
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      "timing_uncertain": false
    },
    {
      "id": 625,
      "start": 1455.1,
      "end": 1457.266,
      "text": "失去处理基础流程的能力",
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    },
    {
      "id": 626,
      "start": 1457.4,
      "end": 1460.166,
      "text": "系统停机时就会陷入真正的瘫痪",
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      "timing_uncertain": false
    },
    {
      "id": 627,
      "start": 1460.866,
      "end": 1463.1,
      "text": "航空业采用自动驾驶多年",
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      "timing_uncertain": false
    },
    {
      "id": 628,
      "start": 1463.366,
      "end": 1464.7,
      "text": "仍然保留严格的",
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    },
    {
      "id": 629,
      "start": 1464.7,
      "end": 1467.2,
      "text": "训练检查和接管制度",
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      "timing_uncertain": false
    },
    {
      "id": 630,
      "start": 1467.466,
      "end": 1469.6,
      "text": "企业代理也需要类似思路",
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      "timing_uncertain": false
    },
    {
      "id": 631,
      "start": 1469.7,
      "end": 1471.266,
      "text": "自动化会把人工能力",
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      "timing_uncertain": false
    },
    {
      "id": 632,
      "start": 1471.266,
      "end": 1472.966,
      "text": "放到出现次数更少",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 633,
      "start": 1472.966,
      "end": 1475.1,
      "text": "后果却更严重的节点上",
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    },
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      "id": 634,
      "start": 1475.533,
      "end": 1477.666,
      "text": "因此这部分能力必须保留",
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      "timing_uncertain": false
    },
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      "id": 635,
      "start": 1477.733,
      "end": 1479.666,
      "text": "现在回到最开始的问题",
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    },
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      "id": 636,
      "start": 1479.966,
      "end": 1482.933,
      "text": "GPT6Astra是不是AGI",
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      "timing_uncertain": false
    },
    {
      "id": 637,
      "start": 1483.133,
      "end": 1484.533,
      "text": "它已经满足了一部分让",
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      "timing_uncertain": false
    },
    {
      "id": 638,
      "start": 1484.533,
      "end": 1487.0,
      "text": "这个词变得有现实意义的条件",
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      "timing_uncertain": false
    },
    {
      "id": 639,
      "start": 1487.666,
      "end": 1490.3,
      "text": "能力覆盖软件工程和电脑操作",
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      "timing_uncertain": false
    },
    {
      "id": 640,
      "start": 1490.333,
      "end": 1492.533,
      "text": "也包括科研与网络安全",
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      "timing_uncertain": false
    },
    {
      "id": 641,
      "start": 1492.733,
      "end": 1494.133,
      "text": "它可以在工具环境里",
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      "timing_uncertain": false
    },
    {
      "id": 642,
      "start": 1494.133,
      "end": 1495.9,
      "text": "自主完成多步骤任务",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 643,
      "start": 1496.366,
      "end": 1497.666,
      "text": "也开始触碰大量",
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      "timing_uncertain": false
    },
    {
      "id": 644,
      "start": 1497.666,
      "end": 1499.333,
      "text": "具有经济价值的工作",
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      "timing_uncertain": false
    },
    {
      "id": 645,
      "start": 1499.5,
      "end": 1501.766,
      "text": "布罗克曼把它称为AGI",
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      "timing_uncertain": false
    },
    {
      "id": 646,
      "start": 1501.966,
      "end": 1504.266,
      "text": "有明确的产品和评测依据",
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      "timing_uncertain": false
    },
    {
      "id": 647,
      "start": 1504.4,
      "end": 1506.9,
      "text": "并非只剩一句营销口号",
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      "timing_uncertain": false
    },
    {
      "id": 648,
      "start": 1507.0,
      "end": 1508.3,
      "text": "它距离一个没有争议",
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      "timing_uncertain": false
    },
    {
      "id": 649,
      "start": 1508.3,
      "end": 1510.266,
      "text": "的AGI仍有明显距离",
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      "timing_uncertain": false
    },
    {
      "id": 650,
      "start": 1510.533,
      "end": 1512.966,
      "text": "公开成绩并非所有领域领先",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 651,
      "start": 1513.4,
      "end": 1514.533,
      "text": "现实环境的长期",
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      "timing_uncertain": false
    },
    {
      "id": 652,
      "start": 1514.533,
      "end": 1516.8,
      "text": "可靠性尚未得到充分验证",
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      "timing_uncertain": false
    },
    {
      "id": 653,
      "start": 1517.1,
      "end": 1519.566,
      "text": "关键网络能力需要限制开放",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 654,
      "start": 1519.8,
      "end": 1521.666,
      "text": "监控能力还出现倒退",
      "source": "source_caption",
      "timing_uncertain": false
    },
    {
      "id": 655,
      "start": 1522.066,
      "end": 1523.866,
      "text": "一次任务做对和连续",
      "source": "source_caption",
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      "text": "是完全不同的考验",
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      "text": "发出时立刻替代全部商业流程",
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      "text": "技术能力先出现",
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      "text": "法律和社会习惯往往最慢",
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      "text": "最先被重做的是屏幕里的工作",
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      "text": "因为输入和结果都可以数字化",
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      "text": "少数人管理更多代理",
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      "text": "然后是岗位训练",
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      "text": "最后受到影响的",
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      "text": "才是社会怎样定义",
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      "text": "专业劳动和个人价值",
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      "start": 1582.3,
      "end": 1584.333,
      "text": "真正的分界线也许在于",
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      "text": "企业是否开始按AI能够",
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      "text": "工作的方式重新组织自己",
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      "text": "而非只看AI有没有达到",
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      "text": "某个抽象智力水平",
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    },
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      "start": 1593.366,
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      "text": "当任务从部门流向代理",
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      "text": "当员工的价值从制作转向判断",
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      "text": "当审计和权限成为新基础设施",
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      "text": "AGI就已经通过工作流进入现实",
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      "text": "到那时人与AI的关系会转向分工",
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      "end": 1611.5,
      "text": "人类负责决定值得追求的目标",
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      "start": 1611.733,
      "end": 1613.8,
      "text": "可以承担的风险以及",
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      "id": 694,
      "start": 1613.8,
      "end": 1615.533,
      "text": "绝不能交出去的权利",
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      "start": 1615.933,
      "end": 1618.8,
      "text": "AI负责扩大可完成任务的边界",
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      "end": 1621.966,
      "text": "人类必须守住选择和责任的边界",
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      "start": 1622.2,
      "end": 1625.066,
      "text": "GPT6Astra最震撼的地方是",
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      "start": 1625.2,
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      "text": "它第一次让把一整段工作交给AI",
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      "start": 1628.2,
      "end": 1630.866,
      "text": "从演示变成可以部署的产品",
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      "start": 1630.966,
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      "text": "它也让社会看见自动化",
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      "id": 701,
      "start": 1632.733,
      "end": 1634.533,
      "text": "之后真正稀缺的东西",
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      "id": 702,
      "start": 1634.933,
      "end": 1637.166,
      "text": "可信的判断和清楚的授权",
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    },
    {
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      "start": 1637.3,
      "end": 1639.3,
      "text": "还需要能够追责的组织",
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      "id": 704,
      "start": 1639.4,
      "end": 1641.666,
      "text": "以及系统失灵时仍然",
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      "start": 1641.666,
      "end": 1643.3,
      "text": "有人知道该怎么办",
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      "id": 706,
      "start": 1643.866,
      "end": 1645.533,
      "text": "AGI是否已经到来",
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      "id": 707,
      "start": 1645.7,
      "end": 1646.9,
      "text": "争论还会继续",
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      "id": 708,
      "start": 1646.9,
      "end": 1648.6,
      "text": "大分工已经开始了",
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}