152. 领读Kimi K3技术报告：从架构创新聊起，注意力美学、多教师蒸馏和开源MoE
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 | 01:56:12 | 94.4% |
| SPEAKER_02 | 00:06:36 | 5.4% |
| SPEAKER_00 | 00:00:16 | 0.2% |
（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 | 00:01:03 | SPEAKER_02 |
| 00:01:03 | 00:01:49 | SPEAKER_01 |
| 00:01:49 | 00:01:50 | SPEAKER_00 |
| 00:01:50 | 00:01:57 | SPEAKER_01 |
| 00:02:00 | 00:02:25 | SPEAKER_02 |
| 00:02:26 | 00:07:45 | SPEAKER_01 |
| 00:06:42 | 00:06:42 | SPEAKER_02 |
| 00:07:46 | 00:07:47 | SPEAKER_02 |
| 00:07:48 | 00:10:55 | SPEAKER_01 |
| 00:10:55 | 00:10:57 | SPEAKER_02 |
| 00:10:57 | 00:11:03 | SPEAKER_01 |
| 00:11:03 | 00:11:04 | SPEAKER_02 |
| 00:11:05 | 00:14:29 | SPEAKER_01 |
| 00:14:29 | 00:14:35 | SPEAKER_02 |
| 00:14:35 | 00:14:36 | SPEAKER_01 |
| 00:14:36 | 00:14:44 | SPEAKER_02 |
| 00:14:45 | 00:14:57 | SPEAKER_01 |
| 00:14:58 | 00:15:00 | SPEAKER_02 |
| 00:15:00 | 00:16:04 | SPEAKER_01 |
| 00:16:05 | 00:16:19 | SPEAKER_02 |
| 00:16:20 | 00:17:44 | SPEAKER_01 |
| 00:17:45 | 00:18:10 | SPEAKER_02 |
| 00:18:11 | 00:18:47 | SPEAKER_01 |
| 00:18:48 | 00:19:02 | SPEAKER_02 |
| 00:19:02 | 00:32:51 | SPEAKER_01 |
| 00:32:51 | 00:32:51 | SPEAKER_02 |
| 00:32:51 | 00:33:12 | SPEAKER_01 |
| 00:33:12 | 00:33:15 | SPEAKER_02 |
| 00:33:15 | 00:35:51 | SPEAKER_01 |
| 00:35:48 | 00:35:48 | SPEAKER_02 |
| 00:35:52 | 00:36:07 | SPEAKER_01 |
| 00:36:08 | 00:36:12 | SPEAKER_02 |
| 00:36:12 | 00:36:14 | SPEAKER_01 |
| 00:36:15 | 00:36:27 | SPEAKER_02 |
| 00:36:27 | 00:36:57 | SPEAKER_01 |
| 00:36:57 | 00:36:59 | SPEAKER_02 |
| 00:36:59 | 00:37:25 | SPEAKER_01 |
| 00:37:25 | 00:37:54 | SPEAKER_02 |
| 00:37:54 | 00:38:34 | SPEAKER_01 |
| 00:38:35 | 00:38:38 | SPEAKER_02 |
| 00:38:39 | 00:39:02 | SPEAKER_01 |
| 00:39:02 | 00:39:03 | SPEAKER_02 |
| 00:39:03 | 00:39:06 | SPEAKER_01 |
| 00:39:07 | 00:39:08 | SPEAKER_02 |
| 00:39:09 | 00:39:15 | SPEAKER_01 |
| 00:39:16 | 00:39:17 | SPEAKER_02 |
| 00:39:18 | 00:39:32 | SPEAKER_01 |
| 00:39:33 | 00:39:33 | SPEAKER_02 |
| 00:39:33 | 00:43:34 | SPEAKER_01 |
| 00:43:27 | 00:43:27 | SPEAKER_02 |
| 00:43:35 | 00:45:35 | SPEAKER_01 |
| 00:45:36 | 00:45:37 | SPEAKER_02 |
| 00:45:37 | 00:45:46 | SPEAKER_01 |
| 00:45:46 | 00:45:49 | SPEAKER_02 |
| 00:45:50 | 00:45:53 | SPEAKER_01 |
| 00:45:53 | 00:45:54 | SPEAKER_02 |
| 00:45:55 | 00:53:42 | SPEAKER_01 |
| 00:53:42 | 00:53:44 | SPEAKER_02 |
| 00:53:45 | 00:54:52 | SPEAKER_01 |
| 00:54:09 | 00:54:09 | SPEAKER_02 |
| 00:54:53 | 00:54:56 | SPEAKER_01 |
| 00:54:56 | 00:54:58 | SPEAKER_02 |
| 00:55:00 | 00:55:03 | SPEAKER_01 |
| 00:55:03 | 00:55:03 | SPEAKER_02 |
| 00:55:04 | 01:02:25 | SPEAKER_01 |
| 01:02:25 | 01:02:26 | SPEAKER_02 |
| 01:02:26 | 01:02:26 | SPEAKER_01 |
| 01:02:26 | 01:02:28 | SPEAKER_02 |
| 01:02:28 | 01:03:08 | SPEAKER_01 |
| 01:03:08 | 01:03:08 | SPEAKER_00 |
| 01:03:08 | 01:04:04 | SPEAKER_01 |
| 01:04:04 | 01:04:14 | SPEAKER_02 |
| 01:04:15 | 01:05:54 | SPEAKER_01 |
| 01:05:54 | 01:05:55 | SPEAKER_00 |
| 01:05:55 | 01:07:17 | SPEAKER_01 |
| 01:07:17 | 01:07:25 | SPEAKER_02 |
| 01:07:24 | 01:08:03 | SPEAKER_01 |
| 01:08:03 | 01:08:16 | SPEAKER_02 |
| 01:08:16 | 01:09:17 | SPEAKER_01 |
| 01:09:17 | 01:09:20 | SPEAKER_02 |
| 01:09:20 | 01:10:36 | SPEAKER_01 |
| 01:10:37 | 01:10:44 | SPEAKER_02 |
| 01:10:45 | 01:10:54 | SPEAKER_01 |
| 01:10:55 | 01:10:57 | SPEAKER_02 |
| 01:10:57 | 01:11:03 | SPEAKER_01 |
| 01:11:03 | 01:11:08 | SPEAKER_02 |
| 01:11:08 | 01:11:37 | SPEAKER_01 |
| 01:11:38 | 01:11:45 | SPEAKER_02 |
| 01:11:45 | 01:12:12 | SPEAKER_01 |
| 01:12:12 | 01:12:17 | SPEAKER_02 |
| 01:12:18 | 01:12:18 | SPEAKER_01 |
| 01:12:19 | 01:12:20 | SPEAKER_02 |
| 01:12:20 | 01:17:36 | SPEAKER_01 |
| 01:17:36 | 01:17:38 | SPEAKER_02 |
| 01:17:38 | 01:21:00 | SPEAKER_01 |
| 01:20:53 | 01:20:53 | SPEAKER_02 |
| 01:21:00 | 01:22:21 | SPEAKER_01 |
| 01:22:14 | 01:22:14 | SPEAKER_02 |
| 01:22:21 | 01:24:20 | SPEAKER_01 |
| 01:24:20 | 01:24:21 | SPEAKER_02 |
| 01:24:21 | 01:28:03 | SPEAKER_01 |
| 01:27:19 | 01:27:19 | SPEAKER_02 |
| 01:28:03 | 01:37:25 | SPEAKER_01 |
| 01:37:25 | 01:37:28 | SPEAKER_02 |
| 01:37:28 | 01:43:54 | SPEAKER_01 |
| 01:42:31 | 01:42:31 | SPEAKER_02 |
| 01:43:54 | 01:44:56 | SPEAKER_01 |
| 01:44:56 | 01:44:56 | SPEAKER_02 |
| 01:44:56 | 01:45:00 | SPEAKER_01 |
| 01:44:56 | 01:44:56 | SPEAKER_02 |
| 01:45:00 | 01:49:29 | SPEAKER_01 |
| 01:49:30 | 01:49:31 | SPEAKER_02 |
| 01:49:31 | 01:49:58 | SPEAKER_01 |
| 01:49:59 | 01:50:01 | SPEAKER_02 |
| 01:50:03 | 01:55:07 | SPEAKER_01 |
| 01:55:07 | 01:55:10 | SPEAKER_02 |
| 01:55:10 | 01:55:17 | SPEAKER_01 |
| 01:55:18 | 01:55:19 | SPEAKER_02 |
| 01:55:20 | 01:55:40 | SPEAKER_01 |
| 01:55:41 | 01:55:48 | SPEAKER_02 |
| 01:55:48 | 01:55:56 | SPEAKER_01 |
| 01:55:57 | 01:56:04 | SPEAKER_02 |
| 01:56:05 | 01:56:27 | SPEAKER_01 |
| 01:56:28 | 01:56:33 | SPEAKER_02 |
| 01:56:34 | 01:57:19 | SPEAKER_01 |
| 01:57:19 | 01:57:20 | SPEAKER_02 |
| 01:57:19 | 01:58:00 | SPEAKER_01 |
| 01:58:01 | 01:58:06 | SPEAKER_02 |
| 01:58:06 | 01:58:45 | SPEAKER_01 |
| 01:58:45 | 01:58:48 | SPEAKER_02 |
| 01:58:49 | 01:59:07 | SPEAKER_01 |
| 01:59:07 | 01:59:13 | SPEAKER_02 |
| 01:59:13 | 01:59:56 | SPEAKER_01 |
| 01:59:56 | 01:59:57 | SPEAKER_02 |
| 01:59:58 | 02:00:20 | SPEAKER_01 |
| 02:00:21 | 02:00:27 | SPEAKER_02 |
| 02:00:27 | 02:00:38 | SPEAKER_01 |
| 02:00:39 | 02:00:43 | SPEAKER_02 |
| 02:00:43 | 02:00:50 | SPEAKER_01 |
| 02:00:51 | 02:00:54 | SPEAKER_02 |
| 02:00:54 | 02:01:01 | SPEAKER_01 |
| 02:01:01 | 02:01:05 | SPEAKER_02 |
| 02:01:06 | 02:01:10 | SPEAKER_01 |
| 02:01:10 | 02:01:16 | SPEAKER_02 |
| 02:01:17 | 02:01:17 | SPEAKER_01 |
| 02:01:19 | 02:01:28 | SPEAKER_02 |
| 02:01:29 | 02:01:36 | SPEAKER_01 |
| 02:01:36 | 02:01:41 | SPEAKER_02 |
| 02:01:42 | 02:01:58 | SPEAKER_01 |
| 02:01:58 | 02:02:03 | SPEAKER_02 |
| 02:02:03 | 02:02:06 | SPEAKER_01 |
| 02:02:06 | 02:02:08 | SPEAKER_02 |
| 02:02:08 | 02:02:11 | SPEAKER_01 |
| 02:02:11 | 02:02:13 | SPEAKER_02 |
| 02:02:14 | 02:02:15 | SPEAKER_01 |
| 02:02:14 | 02:02:16 | SPEAKER_02 |
| 02:02:16 | 02:02:27 | SPEAKER_01 |
| 02:02:27 | 02:02:33 | SPEAKER_02 |
| 02:02:34 | 02:03:16 | SPEAKER_01 |
| 02:03:17 | 02:03:22 | SPEAKER_02 |
| 02:03:22 | 02:03:29 | SPEAKER_01 |
| 02:03:29 | 02:03:31 | SPEAKER_02 |
| 02:03:31 | 02:03:54 | SPEAKER_01 |
| 02:03:59 | 02:04:16 | SPEAKER_00 |