The Inference Frontier: 10x Faster Models to Self-Optimizing AI — Philip Kiely & Ali Taha, Baseten
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 | 00:43:11 | 41.0% |
| SPEAKER_00 | 00:36:04 | 34.3% |
| SPEAKER_03 | 00:17:31 | 16.6% |
| SPEAKER_01 | 00:08:29 | 8.1% |
（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¶
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| 00:59:09 | 00:59:09 | SPEAKER_00 |
| 00:59:09 | 00:59:09 | SPEAKER_03 |
| 00:59:09 | 00:59:09 | SPEAKER_00 |
| 00:59:09 | 00:59:09 | SPEAKER_03 |
| 00:59:09 | 00:59:09 | SPEAKER_00 |
| 00:59:09 | 00:59:11 | SPEAKER_03 |
| 00:59:11 | 00:59:12 | SPEAKER_00 |
| 00:59:11 | 00:59:14 | SPEAKER_03 |
| 00:59:14 | 00:59:40 | SPEAKER_00 |
| 00:59:40 | 00:59:40 | SPEAKER_02 |
| 00:59:40 | 00:59:40 | SPEAKER_00 |
| 00:59:40 | 00:59:41 | SPEAKER_02 |
| 00:59:41 | 00:59:41 | SPEAKER_00 |
| 00:59:41 | 00:59:48 | SPEAKER_02 |
| 00:59:48 | 00:59:48 | SPEAKER_03 |
| 00:59:48 | 00:59:48 | SPEAKER_02 |
| 00:59:48 | 00:59:59 | SPEAKER_03 |
| 00:59:48 | 00:59:51 | SPEAKER_02 |
| 00:59:57 | 01:02:22 | SPEAKER_02 |
| 00:59:59 | 00:59:59 | SPEAKER_00 |
| 00:59:59 | 01:00:00 | SPEAKER_03 |
| 01:02:23 | 01:02:29 | SPEAKER_02 |
| 01:02:29 | 01:03:14 | SPEAKER_00 |
| 01:03:14 | 01:03:14 | SPEAKER_03 |
| 01:03:14 | 01:03:15 | SPEAKER_00 |
| 01:03:15 | 01:03:30 | SPEAKER_03 |
| 01:03:30 | 01:03:33 | SPEAKER_02 |
| 01:03:32 | 01:03:39 | SPEAKER_03 |
| 01:03:34 | 01:03:35 | SPEAKER_02 |
| 01:03:39 | 01:03:40 | SPEAKER_02 |
| 01:03:40 | 01:03:40 | SPEAKER_03 |
| 01:03:40 | 01:03:40 | SPEAKER_02 |
| 01:03:40 | 01:03:40 | SPEAKER_03 |
| 01:03:40 | 01:04:05 | SPEAKER_02 |
| 01:04:05 | 01:04:08 | SPEAKER_03 |
| 01:04:08 | 01:04:46 | SPEAKER_00 |
| 01:04:46 | 01:04:47 | SPEAKER_01 |
| 01:04:47 | 01:04:56 | SPEAKER_00 |
| 01:04:54 | 01:04:59 | SPEAKER_03 |
| 01:04:57 | 01:05:43 | SPEAKER_00 |
| 01:05:11 | 01:05:12 | SPEAKER_02 |
| 01:05:43 | 01:05:44 | SPEAKER_00 |
| 01:05:44 | 01:05:45 | SPEAKER_02 |
| 01:05:45 | 01:05:45 | SPEAKER_00 |
| 01:05:45 | 01:06:29 | SPEAKER_02 |
| 01:06:03 | 01:06:05 | SPEAKER_03 |
| 01:06:05 | 01:06:05 | SPEAKER_01 |
| 01:06:29 | 01:07:49 | SPEAKER_03 |
| 01:06:52 | 01:06:52 | SPEAKER_00 |
| 01:06:52 | 01:06:52 | SPEAKER_02 |
| 01:06:52 | 01:06:52 | SPEAKER_00 |
| 01:06:52 | 01:06:52 | SPEAKER_02 |
| 01:07:22 | 01:07:22 | SPEAKER_01 |
| 01:07:50 | 01:08:13 | SPEAKER_03 |
| 01:08:13 | 01:08:14 | SPEAKER_02 |
| 01:08:14 | 01:08:14 | SPEAKER_01 |
| 01:08:14 | 01:08:15 | SPEAKER_00 |
| 01:08:15 | 01:08:15 | SPEAKER_01 |
| 01:08:15 | 01:08:24 | SPEAKER_02 |
| 01:08:23 | 01:08:27 | SPEAKER_00 |
| 01:08:26 | 01:08:26 | SPEAKER_02 |
| 01:08:27 | 01:09:08 | SPEAKER_01 |
| 01:08:27 | 01:08:28 | SPEAKER_00 |
| 01:09:08 | 01:09:14 | SPEAKER_00 |
| 01:09:12 | 01:09:12 | SPEAKER_01 |
| 01:09:12 | 01:09:12 | SPEAKER_02 |
| 01:09:14 | 01:09:27 | SPEAKER_00 |
| 01:09:27 | 01:09:38 | SPEAKER_03 |
| 01:09:37 | 01:09:38 | SPEAKER_01 |
| 01:09:38 | 01:09:49 | SPEAKER_03 |
| 01:09:49 | 01:09:59 | SPEAKER_02 |
| 01:09:49 | 01:09:50 | SPEAKER_03 |
| 01:09:59 | 01:10:24 | SPEAKER_01 |
| 01:10:24 | 01:10:25 | SPEAKER_00 |
| 01:10:25 | 01:10:25 | SPEAKER_01 |
| 01:10:25 | 01:10:26 | SPEAKER_00 |
| 01:10:26 | 01:10:26 | SPEAKER_01 |
| 01:10:26 | 01:10:27 | SPEAKER_03 |
| 01:10:26 | 01:10:28 | SPEAKER_00 |
| 01:10:27 | 01:10:27 | SPEAKER_01 |
| 01:10:27 | 01:10:38 | SPEAKER_03 |
| 01:10:38 | 01:10:42 | SPEAKER_02 |
| 01:10:38 | 01:10:38 | SPEAKER_03 |
| 01:10:38 | 01:10:39 | SPEAKER_01 |
| 01:10:43 | 01:10:58 | SPEAKER_01 |
| 01:10:58 | 01:11:28 | SPEAKER_03 |
| 01:11:28 | 01:11:37 | SPEAKER_01 |
| 01:11:37 | 01:11:38 | SPEAKER_02 |
| 01:11:38 | 01:11:38 | SPEAKER_01 |
| 01:11:38 | 01:11:39 | SPEAKER_02 |
| 01:11:39 | 01:11:39 | SPEAKER_01 |
| 01:11:39 | 01:11:39 | SPEAKER_02 |
| 01:11:39 | 01:11:41 | SPEAKER_01 |
| 01:11:39 | 01:11:40 | SPEAKER_02 |
| 01:11:42 | 01:11:42 | SPEAKER_01 |
| 01:11:42 | 01:11:42 | SPEAKER_02 |
| 01:11:42 | 01:11:42 | SPEAKER_01 |
| 01:11:42 | 01:11:42 | SPEAKER_02 |
| 01:11:42 | 01:11:42 | SPEAKER_01 |
| 01:11:42 | 01:12:34 | SPEAKER_02 |
| 01:12:34 | 01:12:41 | SPEAKER_01 |
| 01:12:40 | 01:12:53 | SPEAKER_02 |
| 01:12:53 | 01:12:54 | SPEAKER_01 |
| 01:12:54 | 01:12:54 | SPEAKER_02 |
| 01:12:54 | 01:13:20 | SPEAKER_01 |
| 01:13:20 | 01:14:06 | SPEAKER_02 |
| 01:14:07 | 01:14:18 | SPEAKER_01 |
| 01:14:18 | 01:17:11 | SPEAKER_00 |
| 01:16:47 | 01:16:47 | SPEAKER_03 |
| 01:16:47 | 01:16:47 | SPEAKER_02 |
| 01:17:11 | 01:18:32 | SPEAKER_00 |
| 01:18:32 | 01:18:52 | SPEAKER_01 |
| 01:18:37 | 01:18:37 | SPEAKER_03 |
| 01:18:44 | 01:18:44 | SPEAKER_00 |
| 01:18:44 | 01:18:45 | SPEAKER_03 |
| 01:18:52 | 01:21:12 | SPEAKER_00 |
| 01:21:12 | 01:21:22 | SPEAKER_03 |
| 01:21:22 | 01:21:25 | SPEAKER_01 |
| 01:21:25 | 01:21:28 | SPEAKER_03 |
| 01:21:28 | 01:21:28 | SPEAKER_00 |
| 01:21:28 | 01:21:28 | SPEAKER_03 |
| 01:21:28 | 01:21:28 | SPEAKER_00 |
| 01:21:28 | 01:21:28 | SPEAKER_03 |
| 01:21:28 | 01:21:33 | SPEAKER_00 |
| 01:21:33 | 01:22:32 | SPEAKER_02 |
| 01:22:32 | 01:23:09 | SPEAKER_00 |
| 01:23:09 | 01:23:30 | SPEAKER_01 |
| 01:23:30 | 01:23:53 | SPEAKER_02 |
| 01:23:53 | 01:24:09 | SPEAKER_00 |
| 01:24:09 | 01:24:21 | SPEAKER_01 |
| 01:24:19 | 01:24:26 | SPEAKER_02 |
| 01:24:22 | 01:24:23 | SPEAKER_01 |
| 01:24:27 | 01:25:24 | SPEAKER_02 |
| 01:25:24 | 01:25:30 | SPEAKER_03 |
| 01:25:30 | 01:25:41 | SPEAKER_02 |
| 01:25:41 | 01:25:47 | SPEAKER_03 |
| 01:25:47 | 01:25:48 | SPEAKER_02 |
| 01:25:48 | 01:25:48 | SPEAKER_03 |
| 01:25:48 | 01:25:53 | SPEAKER_02 |
| 01:25:53 | 01:26:03 | SPEAKER_03 |
| 01:26:02 | 01:26:04 | SPEAKER_01 |
| 01:26:03 | 01:26:03 | SPEAKER_02 |
| 01:26:04 | 01:26:07 | SPEAKER_03 |
| 01:26:06 | 01:26:07 | SPEAKER_02 |
| 01:26:07 | 01:26:07 | SPEAKER_01 |
| 01:26:07 | 01:26:07 | SPEAKER_03 |
| 01:26:07 | 01:26:07 | SPEAKER_01 |
| 01:26:07 | 01:26:15 | SPEAKER_03 |
| 01:26:15 | 01:26:24 | SPEAKER_02 |
| 01:26:24 | 01:26:53 | SPEAKER_03 |
| 01:26:53 | 01:27:17 | SPEAKER_02 |
| 01:27:08 | 01:27:09 | SPEAKER_03 |
| 01:27:17 | 01:27:46 | SPEAKER_03 |
| 01:27:46 | 01:27:53 | SPEAKER_00 |
| 01:27:53 | 01:27:53 | SPEAKER_03 |
| 01:27:53 | 01:27:53 | SPEAKER_00 |
| 01:27:53 | 01:28:00 | SPEAKER_03 |
| 01:28:00 | 01:28:00 | SPEAKER_02 |
| 01:28:00 | 01:28:00 | SPEAKER_03 |
| 01:28:00 | 01:28:01 | SPEAKER_02 |
| 01:28:01 | 01:28:01 | SPEAKER_03 |
| 01:28:01 | 01:28:07 | SPEAKER_02 |
| 01:28:05 | 01:28:06 | SPEAKER_03 |
| 01:28:06 | 01:28:06 | SPEAKER_01 |
| 01:28:06 | 01:28:06 | SPEAKER_03 |
| 01:28:06 | 01:28:06 | SPEAKER_01 |
| 01:28:06 | 01:28:13 | SPEAKER_03 |
| 01:28:12 | 01:28:15 | SPEAKER_01 |
| 01:28:13 | 01:28:13 | SPEAKER_02 |
| 01:28:13 | 01:28:14 | SPEAKER_03 |
| 01:28:14 | 01:28:15 | SPEAKER_02 |
| 01:28:15 | 01:28:15 | SPEAKER_03 |
| 01:28:15 | 01:28:24 | SPEAKER_02 |
| 01:28:16 | 01:28:17 | SPEAKER_01 |
| 01:28:24 | 01:28:29 | SPEAKER_00 |
| 01:28:29 | 01:28:49 | SPEAKER_03 |
| 01:28:50 | 01:28:50 | SPEAKER_00 |
| 01:28:51 | 01:29:15 | SPEAKER_03 |
| 01:29:15 | 01:29:15 | SPEAKER_02 |
| 01:29:15 | 01:29:15 | SPEAKER_03 |
| 01:29:15 | 01:29:17 | SPEAKER_02 |
| 01:29:17 | 01:30:58 | SPEAKER_00 |
| 01:30:59 | 01:31:00 | SPEAKER_03 |
| 01:31:00 | 01:31:00 | SPEAKER_00 |
| 01:31:00 | 01:31:00 | SPEAKER_03 |
| 01:31:00 | 01:31:00 | SPEAKER_00 |
| 01:31:00 | 01:32:23 | SPEAKER_02 |
| 01:32:23 | 01:32:57 | SPEAKER_03 |
| 01:32:57 | 01:33:23 | SPEAKER_02 |
| 01:33:12 | 01:33:12 | SPEAKER_00 |
| 01:33:23 | 01:34:13 | SPEAKER_00 |
| 01:34:06 | 01:34:08 | SPEAKER_03 |
| 01:34:13 | 01:34:41 | SPEAKER_00 |
| 01:34:41 | 01:34:55 | SPEAKER_02 |
| 01:34:55 | 01:34:55 | SPEAKER_00 |
| 01:34:55 | 01:34:56 | SPEAKER_02 |
| 01:34:56 | 01:35:00 | SPEAKER_00 |
| 01:34:59 | 01:35:02 | SPEAKER_01 |
| 01:35:00 | 01:35:00 | SPEAKER_03 |
| 01:35:02 | 01:35:02 | SPEAKER_01 |
| 01:35:02 | 01:35:02 | SPEAKER_00 |
| 01:35:02 | 01:35:25 | SPEAKER_03 |
| 01:35:25 | 01:37:11 | SPEAKER_02 |
| 01:37:11 | 01:37:28 | SPEAKER_00 |
| 01:37:28 | 01:37:29 | SPEAKER_03 |
| 01:37:28 | 01:38:31 | SPEAKER_00 |
| 01:38:21 | 01:38:21 | SPEAKER_02 |
| 01:38:31 | 01:38:33 | SPEAKER_00 |
| 01:38:34 | 01:39:11 | SPEAKER_03 |
| 01:39:11 | 01:39:19 | SPEAKER_02 |
| 01:39:18 | 01:39:18 | SPEAKER_00 |
| 01:39:18 | 01:39:18 | SPEAKER_03 |
| 01:39:18 | 01:39:19 | SPEAKER_00 |
| 01:39:19 | 01:39:20 | SPEAKER_03 |
| 01:39:20 | 01:39:51 | SPEAKER_00 |
| 01:39:50 | 01:39:51 | SPEAKER_03 |
| 01:39:51 | 01:39:51 | SPEAKER_00 |
| 01:39:51 | 01:39:51 | SPEAKER_03 |
| 01:39:51 | 01:39:54 | SPEAKER_00 |
| 01:39:53 | 01:39:54 | SPEAKER_03 |
| 01:39:54 | 01:39:54 | SPEAKER_00 |
| 01:39:54 | 01:39:55 | SPEAKER_03 |
| 01:39:55 | 01:39:55 | SPEAKER_00 |
| 01:39:55 | 01:39:56 | SPEAKER_03 |
| 01:39:55 | 01:41:20 | SPEAKER_00 |
| 01:41:20 | 01:41:33 | SPEAKER_03 |
| 01:41:33 | 01:41:35 | SPEAKER_01 |
| 01:41:33 | 01:41:36 | SPEAKER_03 |
| 01:41:35 | 01:41:36 | SPEAKER_01 |
| 01:41:36 | 01:41:36 | SPEAKER_03 |
| 01:41:36 | 01:41:36 | SPEAKER_01 |
| 01:41:36 | 01:41:43 | SPEAKER_03 |
| 01:41:40 | 01:41:40 | SPEAKER_01 |
| 01:41:43 | 01:41:43 | SPEAKER_01 |
| 01:41:44 | 01:41:48 | SPEAKER_03 |
| 01:41:48 | 01:41:48 | SPEAKER_01 |
| 01:41:48 | 01:41:51 | SPEAKER_00 |
| 01:41:51 | 01:42:09 | SPEAKER_03 |
| 01:41:54 | 01:41:54 | SPEAKER_00 |
| 01:41:54 | 01:41:54 | SPEAKER_01 |
| 01:42:09 | 01:42:18 | SPEAKER_02 |
| 01:42:18 | 01:42:18 | SPEAKER_03 |
| 01:42:18 | 01:42:20 | SPEAKER_02 |
| 01:42:20 | 01:42:21 | SPEAKER_03 |
| 01:42:20 | 01:42:23 | SPEAKER_01 |
| 01:42:21 | 01:42:22 | SPEAKER_02 |
| 01:42:22 | 01:42:22 | SPEAKER_03 |
| 01:42:23 | 01:42:27 | SPEAKER_00 |
| 01:42:27 | 01:42:34 | SPEAKER_02 |
| 01:42:34 | 01:42:44 | SPEAKER_03 |
| 01:42:38 | 01:42:38 | SPEAKER_00 |