diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 09d1f8692d..3141ad35c8 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -850,7 +850,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-21T13:24:12.960498+00:00",
+  "generatedAt": "2026-10-21T13:25:57.755726+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 58405759e0..b43e0f60ea 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-21T13:24:13.094901+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 91b52b8605..26ec2fa4ba 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-21T13:24:13.094901+00:00",
+  "catalogUpdatedAt": "2026-10-21T13:25:57.870650+00:00",
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     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-21T13:24:13.094901+00:00",
+  "generatedAt": "2026-10-21T13:26:05.272312+00:00",
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@@ -723,12 +723,6 @@
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-    },
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         "feature_emb",
@@ -3110,6 +3104,53 @@
       ],
       "updatedAt": "2026-10-21T12:50:30.579460+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.200412+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.093342+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Iluvatar_mrv-100": {
+      "taskTypes": [
+        "asr",
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.272312+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.234814+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|MetaX_c-500": {
+      "taskTypes": [
+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.164514+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-21T13:26:05.045605+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nex-N2-mini-AWQ-INT4|2026-10-19T17:49:37+00:00|Ascend_910-b3": {
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@@ -4505,14 +4546,6 @@
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@@ -4522,20 +4555,6 @@
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@@ -5240,20 +5259,6 @@
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-    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-REAP-2bit-MLX|2026-10-14T15:30:49+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-REAP-2bit-MLX|2026-10-14T15:30:49+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-21T12:48:18.172303+00:00"
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     "https://modelscope.cn/models/rapid-mlx/Ling-3.0-tiny-MLX-4bit|2026-10-14T15:11:57+00:00|Ascend_910-b3": {
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@@ -6695,6 +6700,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-21T13:24:13.094901+00:00",
+  "taskTreeUpdatedAt": "2026-10-21T13:25:57.870650+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 43ec4c645e..ee56eea4fb 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3671,6 +3671,18 @@
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diff --git a/manifest.json b/manifest.json
index 561d59815b..46197ece23 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "292c40b042e5820862eb4f392420a2f4d6ed8af11dd5f95a5f5ea60511053e15",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "3caad3943d58b5271c2a7f2f2449323a70a8b66b5b1b4405c3fa487b09cbf30c",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "70018f342f116aedb7a207fc20b1f42acbf814efc62d421b44d1103171bd8097",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "6aa720ec4df062c19a386e9d974b7fbf8da893ccec4a043e9f42fd62c8401297",
-    ".modelhub_state/official_capabilities.json": "00bde812a2e559963ba1c756de82ff4e0f78868f2df3b41aff1c1427d49a9d8d",
+    ".modelhub_state/market_intelligence.json": "d86013971a432bbd9db265a62bb1acd7e28bca11508d44c36f9e4ce6850983d7",
+    ".modelhub_state/official_capabilities.json": "0b60a51ad2dbabf697ac88adb1d47b76d92f7f3b17fa8ca5d10bb960c6dba432",
     ".modelhub_state/outcome_checkpoint.json": "ae5f3e429953535400649e0e998529a4ca0ceaad7e0b830f13244430d4f13390",
     ".modelhub_state/queue_cleanup_latest.json": "faba403bbf86f519f695408e5951e34fcd78a468ec45cf54e0d557540f7c963b",
     ".modelhub_state/recent_outcomes.jsonl": "34964a2369c81d37ca8f7001745b57b669949fff2bd0bf028721300b6868a6b8",
     ".modelhub_state/recovery_active_tasks.jsonl": "aaa333b002ee15329831ef0e486adcde8c90c564b87abfd9101b7bcdc6dd0e94",
-    ".modelhub_state/recovery_intents.jsonl": "280f2c78beb8374db5c40042a8494e7a6d2439ee6289721c50b82695fe9918d8",
+    ".modelhub_state/recovery_intents.jsonl": "c7224d06c22255f400a766d3cda24b2730faaf5cf11ed975458514ba9d707ca7",
     ".modelhub_state/routing_intelligence.json": "aaa19eecae0ec4af958c97460b7807955b716b22ac42ad2549ac1e0d70223138",
     ".modelhub_state/submission_exclusions.jsonl": "07b0cf531e208c0d6ecfffb156a0cb39a09636bee94976f2a8a2e3b767cf06cc",
     ".modelhub_state/worker_crashes.jsonl": "d46c42c2991f2fda703c2ba17f2b6a21afa8e1453bf67666f1bc0ff3bb99e2e9",
     "ledger/submissions.jsonl": "359381c462f59640efa5bf9f5826f09489666f3daa0e83b762c15934dd8ffe5c",
     "outcomes/submissions.jsonl": "8bc85f54728c97942ec404e631b8c4bd15ce93c55d01d510a5d1ef4524427cdd"
   },
-  "generation": 26981,
-  "phase": "cycle",
+  "generation": 26982,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-21T13:24:26.522776+00:00",
+  "updatedAt": "2026-10-21T13:26:13.274634+00:00",
   "writerId": "f9d6ac09a4c14ca19fc241d193853c55"
 }