diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c46757bea3..ea111d69a7 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3730,18 +3730,18 @@
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 {"batchId": "105a89b130f444e7a9b535ead2a3ae15", "completedAt": "2026-10-23T08:58:46.064479+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:58:43.480515+00:00", "framework": "vllm_tokenizer_patch", "intentId": "373123df0e50414fbf4b4a8a77a4282c", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
@@ -4030,15 +4030,3 @@
 {"batchId": "a1eea316d02c4aefa5a259362f29e53f", "completedAt": "2026-10-23T08:19:14.307093+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:19:11.634165+00:00", "framework": "vllm_tokenizer_patch", "intentId": "bf465dd24a0046ada3c71f5754045539", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a1eea316d02c4aefa5a259362f29e53f", "completedAt": "2026-10-23T08:19:14.307087+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:19:11.634107+00:00", "framework": "vllm_tokenizer_patch", "intentId": "e74081f6397b4ab4999d140f26ff1486", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
 {"batchId": "a1eea316d02c4aefa5a259362f29e53f", "completedAt": "2026-10-23T08:19:14.307063+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:19:11.633988+00:00", "framework": "llamacpp", "intentId": "9f41fe12a7ea4604ae1b462e4e2bfc6a", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040873+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199686+00:00", "framework": "vllm_tokenizer_patch", "intentId": "db74eef5c3c94f03b15c909c48ac2395", "repoId": "InternScience/Sage-A1.5-FP8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040869+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199633+00:00", "framework": "vllm_tokenizer_patch", "intentId": "feed411d234742098db65a3c6436da7c", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040865+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199595+00:00", "framework": "vllm_tokenizer_patch", "intentId": "7f42b1ee93674ed88c0fde6e7a983879", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040861+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199557+00:00", "framework": "vllm_tokenizer_patch", "intentId": "fe1fdb4cf2c94f6e9d13ab36f1d7b2c1", "repoId": "RecursiveSI/flint-int4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040857+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199520+00:00", "framework": "vllm_tokenizer_patch", "intentId": "0cdabd3756f94fc5a968bf209240d7ba", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040854+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199482+00:00", "framework": "vllm_tokenizer_patch", "intentId": "d035a0893de54438b02d6489bf0ccce1", "repoId": "cyankiwi/OmniCoder-9B-AWQ-BF16-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "82b59b6b20c448feabc9d1a84904fd3a", "completedAt": "2026-10-23T08:17:35.040806+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T08:17:32.199138+00:00", "framework": "llamacpp", "intentId": "c9c0eeb51c5d446ba73299a3a06f3cb4", "repoId": "AtomicChat/Qwen3.5-9B-DFlash-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index b33784a40c..7f0f3ea610 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3865,
   "acceptedTotal": 3865,
-  "generatedAt": "2026-10-23T08:58:45.963638+00:00",
+  "generatedAt": "2026-10-23T09:00:29.474536+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 689ea0583b..be6f63f696 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "a5fdbd080bd7d139f269c20719bb6aa3a427f9b0e3ced669084c310b6c725457",
     ".modelhub_state/recent_outcomes.jsonl": "c26907b94d0e29da07c78f3ba519875eba74078b8536855c9be477e40170b127",
     ".modelhub_state/recovery_active_tasks.jsonl": "e5f07c081c1ef0cf73a9cc551ae687ecdd49dff1d6871d23dc8953175b29bb5e",
-    ".modelhub_state/recovery_intents.jsonl": "f9dcd8f792f0161c6563056f554ffd284c25f3d993abf153f12bdb9a764fe648",
-    ".modelhub_state/routing_intelligence.json": "834af67fd53b9b17dc17c1cb4231bad2e469bf535191e4a6f38120200744f305",
+    ".modelhub_state/recovery_intents.jsonl": "c0da06855176c09e63aea642c8635120fde982a81def37bef855bf79d895bd56",
+    ".modelhub_state/routing_intelligence.json": "0eeec79e69f9e140533b9f2bd042d8db7bff2c4debca5455fe6b38d9c816d499",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "79a82e0be7257a319accaac998e3a6ffc2ee298cd8277e80ede1ae8a4592226f",
     "ledger/submissions.jsonl": "36e55656d4433cd514153459f5a64920d3fb313533175689cd6023f1cc38c32e",
     "outcomes/submissions.jsonl": "fe53c304e532a1c3f3bfdc6d51b1dad2cc97e9626e897137fcc8243662ad3841"
   },
-  "generation": 31278,
-  "phase": "intent",
+  "generation": 31279,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T09:00:26.892033+00:00",
+  "updatedAt": "2026-10-23T09:00:29.729807+00:00",
   "writerId": "0f7b062a06b54242af2a262608ef306f"
 }