Why AI Agents Don't Actually Understand You — Danielle Perszyk, Amazon AGI Lab
说话人分离结果（匿名标签）。同目录的
transcript.md未作任何改动。 标签 → 真人姓名的映射属于编辑判断，请记在 wiki 视频页开头，见 CLAUDE.md。 分离在抢话/串场处会错配：标签是证据不是判决，与内容矛盾时以内容为准。
说话占比¶
| 说话人 | 时长 | 占比 |
|---|---|---|
| SPEAKER_01 | 00:32:45 | 67.2% |
| SPEAKER_00 | 00:15:59 | 32.8% |
（访谈里占比低的通常是主持人，可作为认人的线索之一。）
说话轮次¶
| 起 | 止 | 说话人 |
|---|---|---|
| 00:00:03 | 00:00:08 | SPEAKER_00 |
| 00:00:08 | 00:00:10 | SPEAKER_01 |
| 00:00:10 | 00:00:13 | SPEAKER_00 |
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| 00:00:17 | 00:00:39 | SPEAKER_00 |
| 00:00:39 | 00:00:46 | SPEAKER_01 |
| 00:00:44 | 00:00:46 | SPEAKER_00 |
| 00:00:46 | 00:02:53 | SPEAKER_01 |
| 00:02:54 | 00:03:10 | SPEAKER_00 |
| 00:03:10 | 00:05:06 | SPEAKER_01 |
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| 00:05:21 | 00:07:20 | SPEAKER_01 |
| 00:07:20 | 00:07:59 | SPEAKER_00 |
| 00:07:58 | 00:07:59 | SPEAKER_01 |
| 00:08:00 | 00:08:18 | SPEAKER_00 |
| 00:08:18 | 00:09:37 | SPEAKER_01 |
| 00:09:37 | 00:09:53 | SPEAKER_00 |
| 00:09:53 | 00:10:52 | SPEAKER_01 |
| 00:10:52 | 00:11:30 | SPEAKER_00 |
| 00:11:30 | 00:12:37 | SPEAKER_01 |
| 00:12:37 | 00:12:40 | SPEAKER_00 |
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| 00:13:17 | 00:13:58 | SPEAKER_00 |
| 00:14:00 | 00:14:05 | SPEAKER_01 |
| 00:14:03 | 00:14:10 | SPEAKER_00 |
| 00:14:06 | 00:15:25 | SPEAKER_01 |
| 00:15:24 | 00:15:37 | SPEAKER_00 |
| 00:15:27 | 00:15:28 | SPEAKER_01 |
| 00:15:37 | 00:17:55 | SPEAKER_01 |
| 00:17:55 | 00:18:12 | SPEAKER_00 |
| 00:17:59 | 00:18:00 | SPEAKER_01 |
| 00:18:13 | 00:20:27 | SPEAKER_01 |
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| 00:20:36 | 00:20:49 | SPEAKER_01 |
| 00:20:49 | 00:20:56 | SPEAKER_00 |
| 00:20:56 | 00:20:57 | SPEAKER_01 |
| 00:20:57 | 00:21:02 | SPEAKER_00 |
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| 00:21:21 | 00:21:47 | SPEAKER_00 |
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| 00:21:48 | 00:21:52 | SPEAKER_00 |
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| 00:23:38 | 00:23:45 | SPEAKER_00 |
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| 00:24:47 | 00:25:39 | SPEAKER_00 |
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| 00:25:47 | 00:26:58 | SPEAKER_01 |
| 00:26:58 | 00:27:02 | SPEAKER_00 |
| 00:26:59 | 00:27:48 | SPEAKER_01 |
| 00:27:39 | 00:27:39 | SPEAKER_00 |
| 00:27:48 | 00:28:22 | SPEAKER_00 |
| 00:28:22 | 00:28:25 | SPEAKER_01 |
| 00:28:25 | 00:28:51 | SPEAKER_00 |
| 00:28:51 | 00:29:07 | SPEAKER_01 |
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| 00:30:53 | 00:31:33 | SPEAKER_00 |
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| 00:31:32 | 00:31:34 | SPEAKER_01 |
| 00:31:34 | 00:32:04 | SPEAKER_00 |
| 00:32:04 | 00:33:28 | SPEAKER_01 |
| 00:33:29 | 00:33:34 | SPEAKER_00 |
| 00:33:34 | 00:33:37 | SPEAKER_01 |
| 00:33:37 | 00:33:46 | SPEAKER_00 |
| 00:33:45 | 00:33:47 | SPEAKER_01 |
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| 00:38:55 | 00:39:32 | SPEAKER_01 |
| 00:39:32 | 00:40:14 | SPEAKER_00 |
| 00:40:14 | 00:40:34 | SPEAKER_01 |
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| 00:40:38 | 00:40:46 | SPEAKER_00 |
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