🔬 'The Most Innovative Diffusion Research Is Happening in Drug Discovery, Not Image Generation'
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_02 | 01:03:20 | 58.1% |
| SPEAKER_04 | 00:19:13 | 17.6% |
| SPEAKER_03 | 00:14:25 | 13.2% |
| SPEAKER_01 | 00:11:39 | 10.7% |
| SPEAKER_00 | 00:00:20 | 0.3% |
（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 |
|---|---|---|
| 00:00:00 | 00:00:47 | SPEAKER_02 |
| 00:00:47 | 00:01:13 | SPEAKER_01 |
| 00:01:13 | 00:01:56 | SPEAKER_04 |
| 00:01:57 | 00:03:33 | SPEAKER_02 |
| 00:03:33 | 00:03:49 | SPEAKER_03 |
| 00:03:49 | 00:03:50 | SPEAKER_00 |
| 00:03:50 | 00:04:30 | SPEAKER_03 |
| 00:04:30 | 00:07:18 | SPEAKER_02 |
| 00:07:18 | 00:07:38 | SPEAKER_03 |
| 00:07:39 | 00:10:13 | SPEAKER_02 |
| 00:10:13 | 00:10:21 | SPEAKER_03 |
| 00:10:21 | 00:10:58 | SPEAKER_02 |
| 00:10:29 | 00:10:31 | SPEAKER_03 |
| 00:10:58 | 00:11:38 | SPEAKER_02 |
| 00:11:38 | 00:12:11 | SPEAKER_03 |
| 00:12:11 | 00:12:49 | SPEAKER_02 |
| 00:12:23 | 00:12:23 | SPEAKER_00 |
| 00:12:49 | 00:12:49 | SPEAKER_04 |
| 00:12:49 | 00:12:49 | SPEAKER_02 |
| 00:12:49 | 00:12:49 | SPEAKER_04 |
| 00:12:49 | 00:12:49 | SPEAKER_02 |
| 00:12:49 | 00:13:09 | SPEAKER_04 |
| 00:13:09 | 00:13:23 | SPEAKER_03 |
| 00:13:23 | 00:13:39 | SPEAKER_04 |
| 00:13:38 | 00:13:38 | SPEAKER_00 |
| 00:13:39 | 00:14:13 | SPEAKER_04 |
| 00:14:13 | 00:14:46 | SPEAKER_01 |
| 00:14:46 | 00:14:57 | SPEAKER_04 |
| 00:14:57 | 00:14:58 | SPEAKER_00 |
| 00:14:58 | 00:15:05 | SPEAKER_04 |
| 00:15:05 | 00:15:18 | SPEAKER_02 |
| 00:15:11 | 00:15:11 | SPEAKER_00 |
| 00:15:13 | 00:15:14 | SPEAKER_04 |
| 00:15:14 | 00:15:14 | SPEAKER_00 |
| 00:15:17 | 00:15:18 | SPEAKER_04 |
| 00:15:18 | 00:15:18 | SPEAKER_02 |
| 00:15:18 | 00:16:15 | SPEAKER_04 |
| 00:16:14 | 00:16:17 | SPEAKER_01 |
| 00:16:17 | 00:16:24 | SPEAKER_04 |
| 00:16:19 | 00:16:19 | SPEAKER_01 |
| 00:16:24 | 00:16:42 | SPEAKER_01 |
| 00:16:42 | 00:18:17 | SPEAKER_04 |
| 00:18:18 | 00:18:42 | SPEAKER_01 |
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| 00:18:42 | 00:18:42 | SPEAKER_01 |
| 00:18:42 | 00:19:08 | SPEAKER_04 |
| 00:19:08 | 00:19:27 | SPEAKER_01 |
| 00:19:27 | 00:19:39 | SPEAKER_03 |
| 00:19:39 | 00:20:06 | SPEAKER_04 |
| 00:19:49 | 00:19:49 | SPEAKER_00 |
| 00:20:06 | 00:20:19 | SPEAKER_01 |
| 00:20:19 | 00:20:26 | SPEAKER_04 |
| 00:20:27 | 00:22:05 | SPEAKER_02 |
| 00:20:31 | 00:20:31 | SPEAKER_00 |
| 00:22:05 | 00:25:06 | SPEAKER_02 |
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| 00:25:06 | 00:25:39 | SPEAKER_01 |
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| 00:25:38 | 00:25:43 | SPEAKER_00 |
| 00:25:39 | 00:25:40 | SPEAKER_01 |
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| 00:25:47 | 00:25:47 | SPEAKER_03 |
| 00:25:55 | 00:27:09 | SPEAKER_02 |
| 00:27:08 | 00:27:11 | SPEAKER_03 |
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| 00:27:11 | 00:27:11 | SPEAKER_03 |
| 00:27:11 | 00:27:11 | SPEAKER_02 |
| 00:27:11 | 00:27:12 | SPEAKER_00 |
| 00:27:12 | 00:27:12 | SPEAKER_03 |
| 00:27:12 | 00:27:12 | SPEAKER_00 |
| 00:27:12 | 00:27:14 | SPEAKER_03 |
| 00:27:14 | 00:27:15 | SPEAKER_02 |
| 00:27:14 | 00:27:16 | SPEAKER_03 |
| 00:27:15 | 00:29:41 | SPEAKER_02 |
| 00:29:41 | 00:29:41 | SPEAKER_01 |
| 00:29:41 | 00:29:41 | SPEAKER_02 |
| 00:29:41 | 00:30:36 | SPEAKER_01 |
| 00:30:36 | 00:32:19 | SPEAKER_02 |
| 00:32:19 | 00:32:44 | SPEAKER_03 |
| 00:32:44 | 00:33:04 | SPEAKER_02 |
| 00:33:04 | 00:33:10 | SPEAKER_03 |
| 00:33:09 | 00:33:38 | SPEAKER_02 |
| 00:33:38 | 00:33:38 | SPEAKER_03 |
| 00:33:38 | 00:35:32 | SPEAKER_02 |
| 00:35:32 | 00:35:57 | SPEAKER_03 |
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| 00:35:57 | 00:36:18 | SPEAKER_04 |
| 00:36:18 | 00:36:18 | SPEAKER_00 |
| 00:36:18 | 00:36:26 | SPEAKER_04 |
| 00:36:26 | 00:36:51 | SPEAKER_03 |
| 00:36:51 | 00:37:03 | SPEAKER_04 |
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| 00:37:17 | 00:37:17 | SPEAKER_00 |
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| 00:38:35 | 00:38:35 | SPEAKER_00 |
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| 00:40:56 | 00:41:30 | SPEAKER_02 |
| 00:41:30 | 00:41:31 | SPEAKER_00 |
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| 00:41:41 | 00:42:22 | SPEAKER_01 |
| 00:42:22 | 00:42:49 | SPEAKER_04 |
| 00:42:49 | 00:42:57 | SPEAKER_03 |
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| 00:42:57 | 00:43:02 | SPEAKER_03 |
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| 00:43:06 | 00:43:17 | SPEAKER_04 |
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| 00:43:17 | 00:43:49 | SPEAKER_03 |
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| 00:45:17 | 00:45:26 | SPEAKER_04 |
| 00:45:26 | 00:45:27 | SPEAKER_00 |
| 00:45:27 | 00:45:28 | SPEAKER_04 |
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| 00:45:28 | 00:45:58 | SPEAKER_04 |
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| 00:45:58 | 00:46:35 | SPEAKER_03 |
| 00:46:36 | 00:52:10 | SPEAKER_02 |
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| 00:54:56 | 00:55:29 | SPEAKER_01 |
| 00:55:29 | 00:55:46 | SPEAKER_02 |
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| 01:00:19 | 01:00:22 | SPEAKER_01 |
| 01:00:29 | 01:00:36 | SPEAKER_03 |
| 01:00:36 | 01:01:27 | SPEAKER_02 |
| 01:01:27 | 01:01:51 | SPEAKER_03 |
| 01:01:49 | 01:02:09 | SPEAKER_02 |
| 01:02:09 | 01:02:16 | SPEAKER_03 |
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| 01:05:55 | 01:10:43 | SPEAKER_02 |
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| 01:10:46 | 01:10:46 | SPEAKER_02 |
| 01:10:46 | 01:11:44 | SPEAKER_04 |
| 01:11:44 | 01:11:55 | SPEAKER_01 |
| 01:11:55 | 01:12:27 | SPEAKER_04 |
| 01:12:27 | 01:12:33 | SPEAKER_01 |
| 01:12:33 | 01:12:35 | SPEAKER_02 |
| 01:12:34 | 01:12:34 | SPEAKER_01 |
| 01:12:34 | 01:12:35 | SPEAKER_00 |
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| 01:12:36 | 01:12:40 | SPEAKER_02 |
| 01:12:39 | 01:12:39 | SPEAKER_01 |
| 01:12:39 | 01:12:41 | SPEAKER_00 |
| 01:12:41 | 01:14:50 | SPEAKER_02 |
| 01:14:50 | 01:15:14 | SPEAKER_01 |
| 01:15:14 | 01:15:49 | SPEAKER_02 |
| 01:15:42 | 01:15:42 | SPEAKER_01 |
| 01:15:42 | 01:15:42 | SPEAKER_03 |
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| 01:15:49 | 01:15:49 | SPEAKER_00 |
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| 01:15:49 | 01:15:49 | SPEAKER_00 |
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| 01:15:52 | 01:16:03 | SPEAKER_01 |
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| 01:16:03 | 01:16:07 | SPEAKER_01 |
| 01:16:07 | 01:18:23 | SPEAKER_02 |
| 01:18:08 | 01:18:11 | SPEAKER_01 |
| 01:18:24 | 01:19:18 | SPEAKER_02 |
| 01:19:18 | 01:19:18 | SPEAKER_01 |
| 01:19:18 | 01:19:18 | SPEAKER_02 |
| 01:19:18 | 01:19:36 | SPEAKER_01 |
| 01:19:36 | 01:19:37 | SPEAKER_02 |
| 01:19:37 | 01:19:37 | SPEAKER_01 |
| 01:19:37 | 01:20:58 | SPEAKER_02 |
| 01:20:58 | 01:21:02 | SPEAKER_01 |
| 01:21:02 | 01:21:04 | SPEAKER_02 |
| 01:21:03 | 01:21:16 | SPEAKER_01 |
| 01:21:17 | 01:21:24 | SPEAKER_02 |
| 01:21:24 | 01:21:37 | SPEAKER_01 |
| 01:21:37 | 01:21:44 | SPEAKER_02 |
| 01:21:44 | 01:21:45 | SPEAKER_00 |
| 01:21:45 | 01:22:03 | SPEAKER_02 |
| 01:22:03 | 01:22:04 | SPEAKER_01 |
| 01:22:04 | 01:22:17 | SPEAKER_02 |
| 01:22:15 | 01:22:26 | SPEAKER_01 |
| 01:22:26 | 01:22:42 | SPEAKER_02 |
| 01:22:42 | 01:22:42 | SPEAKER_00 |
| 01:22:42 | 01:22:47 | SPEAKER_02 |
| 01:22:47 | 01:22:47 | SPEAKER_01 |
| 01:22:47 | 01:22:51 | SPEAKER_02 |
| 01:22:51 | 01:22:51 | SPEAKER_01 |
| 01:22:51 | 01:22:52 | SPEAKER_02 |
| 01:22:52 | 01:22:52 | SPEAKER_01 |
| 01:22:52 | 01:22:52 | SPEAKER_02 |
| 01:22:52 | 01:23:34 | SPEAKER_01 |
| 01:23:34 | 01:23:46 | SPEAKER_02 |
| 01:23:46 | 01:23:46 | SPEAKER_01 |
| 01:23:46 | 01:25:04 | SPEAKER_02 |
| 01:25:04 | 01:25:04 | SPEAKER_01 |
| 01:25:04 | 01:25:04 | SPEAKER_00 |
| 01:25:04 | 01:25:17 | SPEAKER_02 |
| 01:25:17 | 01:25:17 | SPEAKER_01 |
| 01:25:17 | 01:27:01 | SPEAKER_02 |
| 01:25:19 | 01:25:19 | SPEAKER_01 |
| 01:27:01 | 01:27:40 | SPEAKER_02 |
| 01:27:40 | 01:28:33 | SPEAKER_01 |
| 01:28:33 | 01:29:13 | SPEAKER_02 |
| 01:28:39 | 01:28:39 | SPEAKER_01 |
| 01:28:39 | 01:28:39 | SPEAKER_00 |
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| 01:29:13 | 01:29:47 | SPEAKER_02 |
| 01:29:47 | 01:30:38 | SPEAKER_03 |
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