diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 4cd957be14..c58d127049 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3815,18 +3815,18 @@
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 {"batchId": "140a06928ec94bfba89c00d6b58c223d", "completedAt": "2026-10-25T06:36:45.206646+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:36:41.766873+00:00", "framework": "vllm_fix_tokenizer", "intentId": "29404244ceae414aa3bebab7cd072da9", "repoId": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
@@ -4115,15 +4115,3 @@
 {"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106964+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730631+00:00", "framework": "vllm_tokenizer_patch", "intentId": "6dc2f561607b4cf3acd35a91c84894a4", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106961+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730593+00:00", "framework": "vllm_tokenizer_patch", "intentId": "ef6808ebcdab4faa91da6da12bf49fcc", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
 {"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106958+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730552+00:00", "framework": "vllm_tokenizer_patch", "intentId": "491204ba02894b7896863aad98a98b80", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106954+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730502+00:00", "framework": "vllm-mlu", "intentId": "d3a29609e11e4d3ebd9cf65fa1e5c282", "repoId": "cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106950+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730447+00:00", "framework": "vllm-mlu", "intentId": "a42b6654f2c34c4b84c10ce6ca95b765", "repoId": "cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "e820408c82064b06945ebd537383235e", "completedAt": "2026-10-25T06:08:57.106929+00:00", "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:08:54.730333+00:00", "framework": "vllm-mlu", "intentId": "a45a791256ef47debcecc59b6624a3e0", "repoId": "cyankiwi/AgentCPM-Report-AWQ-8bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1}, "status": "capacity_deferred", "targetGpu": "Cambricon_mlu-370-x4", "taskId": null, "taskType": "text-generation"}
-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431096+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966678+00:00", "framework": "vllm_tokenizer_patch", "intentId": "c243b4b839a544a39212b1a282b70642", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431094+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966641+00:00", "framework": "vllm_tokenizer_patch", "intentId": "70e3f469f3e34bab8b73c9f597fc25f5", "repoId": "cyankiwi/LFM2-8B-A1B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431091+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966604+00:00", "framework": "vllm_tokenizer_patch", "intentId": "74bc9ca7d8e9416d9714f92b58ee8edc", "repoId": "cyankiwi/KAT-Dev-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
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-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431080+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966455+00:00", "framework": "vllm_tokenizer_patch", "intentId": "a179f6e9ef9c45ec8de33bc21587f734", "repoId": "cyankiwi/Orchestrator-8B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431077+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966416+00:00", "framework": "vllm_tokenizer_patch", "intentId": "db638c6b43cc453bbaf8f7b7387b8d58", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Ascend_910-b3", "taskId": null, "taskType": "text-generation"}
-{"batchId": "b7d6be04410942d8a488c414afae2127", "completedAt": "2026-10-25T06:07:10.431074+00:00", "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configSource": "modelhub_live", "createdAt": "2026-10-25T06:07:07.966376+00:00", "framework": "vllm_tokenizer_patch", "intentId": "8d95a6ce59dc44e5b67f9daa126129bd", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "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 eea4c90e3c..9608630114 100644
--- a/.modelhub_state/routing_intelligence.json
+++ b/.modelhub_state/routing_intelligence.json
@@ -41,6 +41,6 @@
   },
   "acceptedSinceRefresh": 3948,
   "acceptedTotal": 3948,
-  "generatedAt": "2026-10-25T06:36:45.057293+00:00",
+  "generatedAt": "2026-10-25T06:38:21.996939+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 76ad2362f4..c43660b90c 100644
--- a/manifest.json
+++ b/manifest.json
@@ -10,16 +10,16 @@
     ".modelhub_state/queue_cleanup_latest.json": "20ebd311b877efb9036b6e82b9a40e214eba88d0b16553ef9bf4db2c20060c48",
     ".modelhub_state/recent_outcomes.jsonl": "166ef9d5ed270b1f822070cb03b4b3120b2e1811105473e5b54902a5a64b1c46",
     ".modelhub_state/recovery_active_tasks.jsonl": "dc0f68c6ad84fa3bdea553aa2a129790b375dcdd7fd836efa0f2e7b378d0bd7e",
-    ".modelhub_state/recovery_intents.jsonl": "00aa84bad45af4b6faa3de9f08127fc8c747839eda96dc9b2d64637653ed857c",
-    ".modelhub_state/routing_intelligence.json": "bf4812346a86a4ca439e92880b4c2fabd1b33640e4b54ef6cc030ab2eb4b5b72",
+    ".modelhub_state/recovery_intents.jsonl": "162d08aec81e6e02ae718ef7ef67e3fac6089d28b6687a0a8ba82fff95a90484",
+    ".modelhub_state/routing_intelligence.json": "7af278392addb47d85ea290c040704de7b0609efb7d82a3d9889845407226bf3",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "3527d86c4fe5a43e8c0b1158e6f24e748474fce5a149c696caf4a1da895ac64a",
     "ledger/submissions.jsonl": "23b8048e263ab30e992aaac459da205e68fa071d869e150f0971495df95d34b4",
     "outcomes/submissions.jsonl": "8234d90e24657bbf5a336cf165c4e7562bcd9db8b29a0c2a1420b48efeaa083f"
   },
-  "generation": 35668,
-  "phase": "intent",
+  "generation": 35669,
+  "phase": "result",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-25T06:38:19.841172+00:00",
+  "updatedAt": "2026-10-25T06:38:22.238200+00:00",
   "writerId": "750e06ff79b245419d079bcf827fbb45"
 }