diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index a5724f124f..e3c9acaf1e 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -8,7 +8,7 @@
 {"agentVersion": "2026.10.18.1", "batchId": "cc4c9105691044cf8473820263d1a663", "completedAt": "2026-10-19T05:32:54.970924+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-19T02:09:27.335877+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "2a19fe570e294f3daddd77e9049f428c", "lastModified": "2026-10-16T05:43:29+00:00", "modelAddress": "https://modelscope.cn/models/rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "reason": null, "reconciledAt": "2026-10-19T16:54:23.766079+00:00", "repoId": "rapid-mlx/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-MLX-3bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645075", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "87783e46fa954f75ad6d8342b9d15446", "completedAt": "2026-10-19T06:25:51.064030+00:00", "configFingerprint": "0b3aba8e880b5f6fa7b9aa817b9c4c2fbbfb0030e00a71272a9bebf44f0f76b5", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:23:54.129483+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "57d7b7cf62b843c288378ac20283a484", "lastModified": "2026-10-19T05:18:14+00:00", "modelAddress": "https://modelscope.cn/models/OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "reason": null, "reconciledAt": "2026-10-19T16:54:23.767326+00:00", "repoId": "OpenBMB/MiniCPM-V-4.7-1B-DSpark-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b3", "taskId": "5645923", "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "110f5a508e044facb241211f54eceeb7", "completedAt": "2026-10-19T06:32:34.698506+00:00", "configFingerprint": "077eea1fd1f15fd13a8367dad60b0d1b310724d7cc6ea546505d0f84d78d5aca", "configSource": "modelhub_live", "createdAt": "2026-10-19T06:30:42.213744+00:00", "framework": "llamacpp", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "55e4f930d8c1459dbaec6a72f74dc09c", "lastModified": "2026-10-18T14:13:55+00:00", "modelAddress": "https://modelscope.cn/models/castorini/gaggle-nanochat-pretrained-climbmix-20260924", "reason": null, "reconciledAt": "2026-10-19T16:54:23.766494+00:00", "repoId": "castorini/gaggle-nanochat-pretrained-climbmix-20260924", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "hygon_k100-ai", "taskId": "5645977", "taskType": "text-generation"}
-{"agentVersion": "2026.10.18.1", "batchId": "84bba128a2f9447099e0974f3687a1d6", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:29.575380+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d89391306d264ae5964d08588307e75d", "lastModified": "2026-10-19T16:30:46+00:00", "modelAddress": "https://modelscope.cn/models/cpatonn-mirror/GLM-4.5-Air-AWQ-4bit", "repoId": "cpatonn-mirror/GLM-4.5-Air-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"agentVersion": "2026.10.18.1", "batchId": "84bba128a2f9447099e0974f3687a1d6", "completedAt": "2026-10-19T16:59:30.565820+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:29.575380+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d89391306d264ae5964d08588307e75d", "repoId": "cpatonn-mirror/GLM-4.5-Air-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "963a923179404d32a2ae3896c538aec1", "completedAt": "2026-10-19T16:59:27.767192+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:26.683438+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "4f1308dc06dc4cd6852284ff7f93cdd2", "repoId": "cpatonn-mirror/Jan-v1-2509-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "b9eaf74bfb7a42b2a765d90f76559f34", "completedAt": "2026-10-19T16:59:25.965043+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:59:24.434538+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "9ea433ac09ff444ea228f6fa52f963f4", "repoId": "cpatonn-mirror/Jan-v1-4B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "uniqueness_rejected", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"agentVersion": "2026.10.18.1", "batchId": "59dc225b782047619d8b33b10b2dc10b", "completedAt": "2026-10-19T16:59:21.465875+00:00", "configFingerprint": "1c0a4f69628b2a0ad37a6eee139a4c98afed7d8c93529a9ef42a90756e4e1940", "configSource": "modelhub_live", "createdAt": "2026-10-19T16:58:16.274294+00:00", "framework": "vllm_tokenizer_patch", "instanceId": "6bc3bbce84627dafe0eb", "intentId": "d15f1faf5903466da20c13bf8f26cd8c", "repoId": "cpatonn-mirror/GLM-4.5-Air-AWQ", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "strategyId": "7844045f-5918-4d03-9e5a-3a3bba4e8444", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index f63d9b569c..6fe4537467 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -10,6 +10,6 @@
   },
   "acceptedSinceRefresh": 10,
   "acceptedTotal": 10,
-  "generatedAt": "2026-10-19T16:59:27.760584+00:00",
+  "generatedAt": "2026-10-19T16:59:30.559297+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/submission_exclusions.jsonl b/.modelhub_state/submission_exclusions.jsonl
index 9c85616536..608446398c 100644
--- a/.modelhub_state/submission_exclusions.jsonl
+++ b/.modelhub_state/submission_exclusions.jsonl
@@ -7,3 +7,4 @@
 {"firstSeenAt": "2026-10-19T16:58:15.560361+00:00", "lastSeenAt": "2026-10-19T16:58:15.560361+00:00", "modelId": "cpatonn-mirror/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit", "occurrences": 1, "reason": "模型唯一性检查没有通过，无法进行同步", "targetGpu": "Kunlunxin_p-800"}
 {"firstSeenAt": "2026-10-19T16:59:25.953104+00:00", "lastSeenAt": "2026-10-19T16:59:25.953104+00:00", "modelId": "cpatonn-mirror/Jan-v1-4B-AWQ-4bit", "occurrences": 1, "reason": "模型唯一性检查没有通过，无法进行同步", "targetGpu": "Ascend_910-b4"}
 {"firstSeenAt": "2026-10-19T16:59:27.753430+00:00", "lastSeenAt": "2026-10-19T16:59:27.753430+00:00", "modelId": "cpatonn-mirror/Jan-v1-2509-AWQ-4bit", "occurrences": 1, "reason": "模型唯一性检查没有通过，无法进行同步", "targetGpu": "Ascend_910-b4"}
+{"firstSeenAt": "2026-10-19T16:59:30.554894+00:00", "lastSeenAt": "2026-10-19T16:59:30.554894+00:00", "modelId": "cpatonn-mirror/GLM-4.5-Air-AWQ-4bit", "occurrences": 1, "reason": "模型唯一性检查没有通过，无法进行同步", "targetGpu": "Kunlunxin_p-800"}
diff --git a/manifest.json b/manifest.json
index 9ed2f18b17..cd21ad617c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -9,15 +9,15 @@
     ".modelhub_state/outcome_checkpoint.json": "09a4135ca56ca3a250160b5e404dd3178f8bbb446cfc9a85ce67ba5b47119430",
     ".modelhub_state/recent_outcomes.jsonl": "c143874dcbd0ebbd772b1a392ac56ed9579561fd503ca0748cceaaec6515733f",
     ".modelhub_state/recovery_active_tasks.jsonl": "ebee90422e5b38b26ad85628dcfacc1e8647465e4f2dd4b7797097caa9549a03",
-    ".modelhub_state/recovery_intents.jsonl": "70c5187de09e997a2eabf4214db4182e637450beb8976289fd3a5f0a2b90a098",
-    ".modelhub_state/routing_intelligence.json": "f6d555a90683bc5cbe08cfd6cfc5d1c5e2dd39c3d0499d4051b6cbecc2e29eef",
-    ".modelhub_state/submission_exclusions.jsonl": "5d606b62056b338ad5f3d6c16c8f54dd4d192e39e966537dfbe91c17a625f066",
+    ".modelhub_state/recovery_intents.jsonl": "eb53de449c0aaee9e5cc52e635507d7d705bae5c5bc04462274f21743c8cb6c0",
+    ".modelhub_state/routing_intelligence.json": "627a501364e8c43ef7c98dc9dd2a7d4188e93c2b56c66b03c912925cd938279a",
+    ".modelhub_state/submission_exclusions.jsonl": "fd6a7e410138cab8bec22a756678090f3840fdc61cfd3f313c2f72bba707ed19",
     "ledger/submissions.jsonl": "7730c11fcfcdb3ac056746c696f0503890dc7d607a96070d398765c093b97170",
     "outcomes/submissions.jsonl": "e4381949b215e8833c3bb239c5509f16e4946a7e493ac334a34554306f992b3d"
   },
-  "generation": 528,
-  "phase": "intent",
+  "generation": 529,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-19T16:59:29.625488+00:00",
+  "updatedAt": "2026-10-19T16:59:30.609973+00:00",
   "writerId": "3c2dfc0efcf247b2bbc75baf49fc4866"
 }