diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 18be3387c6..62c779fe10 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3727,18 +3727,18 @@
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 {"batchId": "3746e5f9c27b4c8a926eae6ebcc01fd6", "completedAt": "2026-10-23T02:27:43.094541+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T02:27:40.332520+00:00", "framework": "vllm_tokenizer_patch", "intentId": "012961e3722d4c11a3309055a4a86263", "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"}
@@ -4027,15 +4027,3 @@
 {"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887025+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044698+00:00", "framework": "vllm_tokenizer_patch", "intentId": "efdc1de06f1e412dbd4335cd2df23acb", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887022+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044660+00:00", "framework": "vllm_tokenizer_patch", "intentId": "b843916e136441cfa4d85171efe7747f", "repoId": "cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887019+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044619+00:00", "framework": "vllm_tokenizer_patch", "intentId": "79736d9e709547b2a031898307c44bef", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887015+00:00", "configFingerprint": "91915287b76ea7e05cad914ff86bc370079e1da493390c06596dc5d6300af314", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044564+00:00", "framework": "llamacpp", "intentId": "4e7e8b75994144598015a56b6be1df5a", "repoId": "InternScience/Sage-A1.5-Q8_0-GGUF", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "capacity_deferred", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
-{"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887012+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044513+00:00", "framework": "vllm_tokenizer_patch", "intentId": "3ba99116d1664165b8a0ed0334f46bbf", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.887007+00:00", "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044455+00:00", "framework": "vllm_tokenizer_patch", "intentId": "eca371e87b084e2aa2b04ec3c6e4ff69", "repoId": "cyankiwi/KAT-Dev-AWQ-4bit", "safeConfigVector": {"gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "9ada328da3024a1fb9add9637a6ff13b", "completedAt": "2026-10-23T01:58:10.886989+00:00", "configFingerprint": "705b8b3614c86a1ac722c97f43e177e84ca20282e9799fffb1b890510d641728", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:58:08.044346+00:00", "framework": "llamacpp", "intentId": "abb040823c974368b4935f8802ffc2f6", "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": "7d6d5365294f4b8d9baaccee92ca9800", "completedAt": "2026-10-23T01:56:30.642672+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:56:27.808191+00:00", "framework": "vllm_tokenizer_patch", "intentId": "9224c6246f9d45ccb9cb6984175acd83", "repoId": "ukisai/Swift-1.5-5bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "7d6d5365294f4b8d9baaccee92ca9800", "completedAt": "2026-10-23T01:56:30.642657+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:56:27.807985+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c5fd7e17f57b4deb9127e63cc7e7299c", "repoId": "ukisai/Swift-1.5-4bit-MLX", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "7d6d5365294f4b8d9baaccee92ca9800", "completedAt": "2026-10-23T01:56:30.642651+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-23T01:56:27.807905+00:00", "framework": "vllm_tokenizer_patch", "intentId": "adb3aee1cd8744158fb1cdd2090981b1", "repoId": "cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
diff --git a/.modelhub_state/routing_intelligence.json b/.modelhub_state/routing_intelligence.json
index 390bedb595..8560f45a86 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3862,
   "acceptedTotal": 3862,
-  "generatedAt": "2026-10-23T02:27:42.975601+00:00",
+  "generatedAt": "2026-10-23T02:29:23.068773+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index e945164025..07d7cd5f3b 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "f5c6a7a2fc1c4414df13c85e3cb67c1605111cc1b0383163de9820194d12893d",
     ".modelhub_state/recent_outcomes.jsonl": "f04a994c42079738067b730766ca245348ccdb986569f5d71e2142155dd29be9",
     ".modelhub_state/recovery_active_tasks.jsonl": "3c68a88e078b67ed234ace81b3ae92253967829d642eb3e9c148690d55a63fc8",
-    ".modelhub_state/recovery_intents.jsonl": "c408343dafdcd815d3392c781301fd52ae7f4d4ec9e12e742637fe2fb68d374c",
-    ".modelhub_state/routing_intelligence.json": "a73de21ed8f45f7d82df707218afb5464a4fffb10b9e6276b364080f5fc33268",
+    ".modelhub_state/recovery_intents.jsonl": "3ec60fa2cf3121f9798aebf1d746158200cf6d1a8c3fae08657448ccc10b0f7a",
+    ".modelhub_state/routing_intelligence.json": "bf1196053b500b2aaee35ff84c0056f91e38ec799493e4b361936738ef5c933d",
     ".modelhub_state/submission_exclusions.jsonl": "3bb99a0a703cee6767cdaeed2e3d26480ebf6d1cb44552f40bf65c94d9ed58b1",
     ".modelhub_state/worker_crashes.jsonl": "79a82e0be7257a319accaac998e3a6ffc2ee298cd8277e80ede1ae8a4592226f",
     "ledger/submissions.jsonl": "7ed8eeff33a95af4e4641f8417f5dc2d7ac11e38c839de2c1ef950dddb07bb33",
     "outcomes/submissions.jsonl": "0a73698ba92f97ba39aa8b1db4b292ed431a0055b7952d26fd7d429617488e0b"
   },
-  "generation": 30630,
-  "phase": "intent",
+  "generation": 30631,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-23T02:29:20.451703+00:00",
+  "updatedAt": "2026-10-23T02:29:23.359574+00:00",
   "writerId": "0f7b062a06b54242af2a262608ef306f"
 }