diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index db13fa7495..a21a085e61 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -444,25 +444,6 @@
       "targetGpu": "Mthreads_s4000",
       "taskType": "text-generation"
     },
-    "mthreads_s4000|vllm|text-generation|model_type:qwen3_5": {
-      "architectureSignature": "model_type:qwen3_5",
-      "architectures": [],
-      "evidenceCount": 1,
-      "expiresAt": "2026-10-22T18:06:08+00:00",
-      "framework": "vllm",
-      "latestFailureAt": "2026-09-22T18:06:08+00:00",
-      "latestSuccessfulAt": null,
-      "matchType": "model_type",
-      "modelType": "qwen3_5",
-      "sourceModelIds": [
-        "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Quality-FP16"
-      ],
-      "sourceTaskIds": [
-        "4592052"
-      ],
-      "targetGpu": "Mthreads_s4000",
-      "taskType": "text-generation"
-    },
     "mthreads_s4000|vllm|text-generation|model_type:qwen3_5_text": {
       "architectureSignature": "model_type:qwen3_5_text",
       "architectures": [],
@@ -506,9 +487,9 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-22T18:04:31.977485+00:00",
+  "generatedAt": "2026-10-22T18:06:11.960790+00:00",
   "summary": {
-    "activeBlockCount": 25,
+    "activeBlockCount": 24,
     "byGpuFramework": {
       "Ascend_910-b3|vllm": 1,
       "Ascend_910-b3|vllm_tokenizer_patch": 2,
@@ -520,7 +501,7 @@
       "Iluvatar_mrv-100|vllm": 2,
       "MetaX_c-500|vllm": 1,
       "MetaX_c-500|vllm_tokenizer_patch": 4,
-      "Mthreads_s4000|vllm": 4,
+      "Mthreads_s4000|vllm": 3,
       "Sunrise_pt-200-x1|vllm_fix_tokenizer": 1,
       "hygon_k100-ai|vllm": 1,
       "hygon_k100-ai|vllm-patch-tokenizer": 2
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 3d789d9b2b..5a0836837b 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-22T18:04:32.132325+00:00",
+  "generatedAt": "2026-10-22T18:06:12.059852+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index a7b42fa359..95776448d7 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T18:04:32.132325+00:00",
+  "catalogUpdatedAt": "2026-10-22T18:06:12.059852+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-22T18:04:32.132325+00:00",
+  "generatedAt": "2026-10-22T18:06:12.059852+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -6848,6 +6848,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-22T18:04:32.132325+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T18:06:12.059852+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 95c3339475..b3f049d471 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3724,6 +3724,18 @@
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diff --git a/manifest.json b/manifest.json
index efe57e7093..1b06356b3e 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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+  "phase": "intent",
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-  "updatedAt": "2026-10-22T18:04:40.592588+00:00",
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 }