diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 39b3961a9f..05dde9c181 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -525,7 +525,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-26T00:41:14.145282+00:00",
+  "generatedAt": "2026-10-26T00:42:51.450045+00:00",
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     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index a393b7990f..e13dcc1361 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
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   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-26T00:41:14.255149+00:00",
+  "generatedAt": "2026-10-26T00:42:51.556349+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index d98be3405b..552cb9938d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-26T00:41:14.255149+00:00",
+  "catalogUpdatedAt": "2026-10-26T00:42:51.556349+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-26T00:41:14.255149+00:00",
+  "generatedAt": "2026-10-26T00:42:57.425582+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,20 +150,6 @@
     }
   },
   "modelGpuTaskTypes": {
-    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-26T00:28:50.777794+00:00"
-    },
-    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-26T00:28:50.710370+00:00"
-    },
     "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|MetaX_c-500": {
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         "feature_emb",
@@ -178,12 +164,6 @@
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       "updatedAt": "2026-10-26T00:28:50.902174+00:00"
     },
-    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-26T00:28:50.739353+00:00"
-    },
     "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -1428,6 +1408,52 @@
       ],
       "updatedAt": "2026-10-26T00:29:51.207905+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.336344+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.365371+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.306221+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.272467+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.425582+00:00"
+    },
+    "https://modelscope.cn/models/RecursiveSI/flint-nvfp4-gguf|2026-10-22T01:41:09+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-26T00:42:57.395829+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Ascend_910-b3": {
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         "text-generation",
@@ -3598,34 +3624,12 @@
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     },
-    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Biren_166m": {
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-        "text-generation"
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-      "updatedAt": "2026-10-26T00:28:50.770763+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Cambricon_mlu-370-x4": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:28:50.738467+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|Sunrise_pt-200-x1": {
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         "text-generation"
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       "updatedAt": "2026-10-26T00:28:50.850304+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Ornith-1.0-9B-AWQ-FP8|2026-10-20T12:49:10+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-26T00:28:50.809305+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit|2026-10-21T16:49:54+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
         "text-generation"
@@ -6137,6 +6141,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-26T00:41:14.255149+00:00",
+  "taskTreeUpdatedAt": "2026-10-26T00:42:51.556349+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index ad91434267..ad50f969d9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3887,6 +3887,18 @@
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 {"batchId": "c7df5c4d5a2a441086cae79258b81dac", "completedAt": "2026-10-26T00:41:17.551277+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-26T00:41:15.017021+00:00", "framework": "vllm_fix_tokenizer", "intentId": "53a1da7ba92b4703bd6e769da1c02fe4", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Biren_166m", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 11e680fc86..b0d4cb61d9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "501d86f83008f75d9bc780d082c07405c871b22048d0b018e18112e59256adf3",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "b8394449783d1d39089937b4ae22731d69d8c56a18422931f80bf61e77935061",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "f103a49c22b3b887916e50c01baf738c020769fe3bc0c4ca1eefacca3191185f",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "058c67e892b7873d77c996d6148455919c3366bba7ce7c4a96ccf358fe0969a7",
-    ".modelhub_state/official_capabilities.json": "54266f56908ecd1e714a7be85add3e95a2885febc9a0eba55722da63b36f5e17",
+    ".modelhub_state/market_intelligence.json": "4a1fab34893a04d027d7d597277a9c7f952a00a14a1a3d0a122fb08f1d55a036",
+    ".modelhub_state/official_capabilities.json": "dde2c0a5d839bdff39b767413c578e858b26a95d0ee5b8dd02ad63f3e2434723",
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     ".modelhub_state/recovery_active_tasks.jsonl": "3c491079664c18a99c6ffe0b5addc51927b0708445344393419f937ddb36bf63",
-    ".modelhub_state/recovery_intents.jsonl": "c750d908439ad582c6a49582c3179448d8b304f6a5c3adba572bc6f2ad2534c2",
+    ".modelhub_state/recovery_intents.jsonl": "b8a8f7d6821dcffa9ebef2ac9196cad44d2247264d9e973b51c213c9401a8d6d",
     ".modelhub_state/routing_intelligence.json": "3e0a3e11a95a6db791b714da075d1f3594082d25dbf3a9ca609177e0c05c672b",
     ".modelhub_state/submission_exclusions.jsonl": "3db506f4d37bc78a9069d6022969e3718fa3eb1dad129907c99f63d5a7300ba1",
     ".modelhub_state/worker_crashes.jsonl": "2a418db914481d815151923dc46f4e4ad1154d9195fad06fee6275702f33c0b9",
     "ledger/submissions.jsonl": "fb62c95c52c7eae37fe9d7039285e4107711498f221c13596d7806c22d9e2d84",
     "outcomes/submissions.jsonl": "5dbcb023f3a8af89d2a2d5e0979967b5176495fa3cc30462df5b2e2580042e3e"
   },
-  "generation": 37481,
-  "phase": "cycle",
+  "generation": 37482,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-26T00:41:19.902586+00:00",
+  "updatedAt": "2026-10-26T00:42:58.408506+00:00",
   "writerId": "dffce16061d848e398e5b5b22f649ccc"
 }