diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 5d7e1312f5..0c5dc37771 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -443,7 +443,7 @@
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-  "generatedAt": "2026-10-13T14:32:28.277538+00:00",
+  "generatedAt": "2026-10-13T14:37:29.974818+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index fa90a90449..5ad91f44f6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T14:32:28.277538+00:00",
+  "catalogUpdatedAt": "2026-10-13T14:37:29.974818+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T14:35:18.162072+00:00",
+  "generatedAt": "2026-10-13T14:41:00.650668+00:00",
   "gpuCatalog": {
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@@ -156,7 +156,7 @@
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         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:51.651772+00:00"
+      "updatedAt": "2026-10-13T14:40:30.169212+00:00"
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@@ -164,7 +164,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:34:52.911145+00:00"
+      "updatedAt": "2026-10-13T14:40:31.443373+00:00"
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@@ -172,7 +172,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:34:53.049471+00:00"
+      "updatedAt": "2026-10-13T14:40:31.583715+00:00"
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@@ -180,13 +180,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:34:53.153797+00:00"
+      "updatedAt": "2026-10-13T14:40:31.709685+00:00"
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       "taskTypes": [
         "text-generation"
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-      "updatedAt": "2026-10-13T14:34:53.255114+00:00"
+      "updatedAt": "2026-10-13T14:40:31.757811+00:00"
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@@ -194,7 +194,7 @@
         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T14:34:52.969578+00:00"
+      "updatedAt": "2026-10-13T14:40:31.553922+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|hygon_k100-ai": {
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@@ -202,7 +202,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:53.083554+00:00"
+      "updatedAt": "2026-10-13T14:40:31.679761+00:00"
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     "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Ascend_910-b3": {
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@@ -210,7 +210,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T14:34:52.260382+00:00"
+      "updatedAt": "2026-10-13T14:40:30.843358+00:00"
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@@ -218,7 +218,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:34:52.448262+00:00"
+      "updatedAt": "2026-10-13T14:40:30.963975+00:00"
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@@ -226,13 +226,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T14:34:52.773751+00:00"
+      "updatedAt": "2026-10-13T14:40:31.091080+00:00"
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-      "updatedAt": "2026-10-13T14:34:52.856476+00:00"
+      "updatedAt": "2026-10-13T14:40:31.160698+00:00"
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@@ -248,15 +248,7 @@
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-    "https://modelscope.cn/models/0xSero/GLM-5.3-500B-EXL3-3.0bpw|2026-09-08T14:17:40+00:00|Ascend_910-b3": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-13T14:34:32.787138+00:00"
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@@ -264,7 +256,7 @@
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-      "updatedAt": "2026-10-13T14:34:33.157001+00:00"
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-      "updatedAt": "2026-10-13T14:34:32.979784+00:00"
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@@ -302,7 +294,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.406281+00:00"
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@@ -310,7 +302,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.482693+00:00"
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@@ -318,13 +310,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:34:35.621673+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-533B-EXL3-3.0bpw|2026-09-08T12:48:53+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T14:34:35.676388+00:00"
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-      "updatedAt": "2026-10-13T14:34:35.442888+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-533B-EXL3-3.0bpw|2026-09-08T12:48:53+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T14:34:35.552949+00:00"
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-      "updatedAt": "2026-10-13T14:34:32.648469+00:00"
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-      "updatedAt": "2026-10-13T14:34:32.748667+00:00"
+      "updatedAt": "2026-10-13T14:40:09.951141+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/GLM-5.3-569B-EXL3-3.0bpw|2026-09-08T14:21:17+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-13T14:40:09.752291+00:00"
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@@ -362,7 +362,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.405871+00:00"
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@@ -370,7 +370,7 @@
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@@ -378,13 +378,13 @@
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-      "updatedAt": "2026-10-13T14:34:35.653841+00:00"
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-      "updatedAt": "2026-10-13T14:34:35.768323+00:00"
+      "updatedAt": "2026-10-13T14:40:12.869521+00:00"
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@@ -392,7 +392,7 @@
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     "https://modelscope.cn/models/0xSero/GLM-5.3-615B-EXL3-3.0bpw|2026-09-08T13:42:07+00:00|hygon_k100-ai": {
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@@ -400,7 +400,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.606880+00:00"
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@@ -408,7 +408,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.406559+00:00"
+      "updatedAt": "2026-10-13T14:40:12.347856+00:00"
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@@ -416,7 +416,7 @@
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-      "updatedAt": "2026-10-13T14:34:35.504838+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|Cambricon_mlu-370-x8": {
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@@ -424,13 +424,13 @@
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-      "updatedAt": "2026-10-13T14:34:35.660307+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T14:34:35.759263+00:00"
+      "updatedAt": "2026-10-13T14:40:12.856667+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|MetaX_c-500": {
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     "https://modelscope.cn/models/0xSero/GLM-5.3-661B-EXL3-3.0bpw|2026-09-08T12:48:22+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T14:34:35.559720+00:00"
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@@ -454,7 +454,7 @@
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@@ -462,7 +462,7 @@
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-      "updatedAt": "2026-10-13T14:34:38.222220+00:00"
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@@ -470,13 +470,13 @@
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-      "updatedAt": "2026-10-13T14:34:38.297251+00:00"
+      "updatedAt": "2026-10-13T14:40:15.861363+00:00"
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     "https://modelscope.cn/models/0xSero/GLM-5.3-Flash-EXL3-3.0bpw|2026-09-07T16:57:44+00:00|Kunlunxin_p-800": {
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-      "updatedAt": "2026-10-13T14:34:38.347685+00:00"
+      "updatedAt": "2026-10-13T14:40:15.962766+00:00"
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@@ -484,7 +484,7 @@
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-      "updatedAt": "2026-10-13T14:34:38.251936+00:00"
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@@ -5744,7 +5744,7 @@
         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x8": {
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@@ -5752,13 +5752,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T14:35:17.452472+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T14:35:17.487562+00:00"
+      "updatedAt": "2026-10-13T14:40:59.565255+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|MetaX_c-500": {
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@@ -5766,7 +5766,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-13T14:35:17.397061+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b3": {
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@@ -5774,7 +5774,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:43.149198+00:00"
+      "updatedAt": "2026-10-13T14:40:20.832223+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Ascend_910-b4": {
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@@ -5782,7 +5782,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T14:34:43.370034+00:00"
+      "updatedAt": "2026-10-13T14:40:20.948602+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5790,13 +5790,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:43.546902+00:00"
+      "updatedAt": "2026-10-13T14:40:21.088939+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T14:34:43.664624+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5804,7 +5804,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:43.265877+00:00"
+      "updatedAt": "2026-10-13T14:40:20.884625+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5812,7 +5812,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:43.452528+00:00"
+      "updatedAt": "2026-10-13T14:40:21.047357+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5820,7 +5820,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:45.724005+00:00"
+      "updatedAt": "2026-10-13T14:40:23.660164+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -5828,7 +5828,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:45.850767+00:00"
+      "updatedAt": "2026-10-13T14:40:23.850270+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5836,13 +5836,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:46.052887+00:00"
+      "updatedAt": "2026-10-13T14:40:24.070561+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T14:34:46.151024+00:00"
+      "updatedAt": "2026-10-13T14:40:24.161652+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5850,7 +5850,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:45.758548+00:00"
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     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5858,7 +5858,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T14:34:45.950695+00:00"
+      "updatedAt": "2026-10-13T14:40:23.954016+00:00"
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   "taskTree": [
@@ -6541,6 +6541,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
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-  "taskTreeUpdatedAt": "2026-10-13T14:32:28.277538+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T14:37:29.974818+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index 7fad9b9a3a..2d373dffe4 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "ef75a9b526d04ecd09e7970ba5474bcde38c09b2b6d7fa1ad95360e596aa860b",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "93b5c77e8bee8a3f4e2bf054d1edd95863ecca600d98667d184d445846104d89",
-    ".modelhub_state/official_capabilities.json": "1ea63cd256466eacbf9116dc7f08c5998227970207680646c8a827871af16b93",
+    ".modelhub_state/market_intelligence.json": "779deadbfec6ceda9a1014d598b740d020dcf42bd4c009311faac4b867a85c14",
+    ".modelhub_state/official_capabilities.json": "9020f23068aa9b83b2503368e93c4ed4c3ffe486ba4835082e36f62517fecb36",
     ".modelhub_state/outcome_checkpoint.json": "201b45fc9246f78dc540bfd7007b41c6696f051119716f4d7dde9dc0620b6a01",
     ".modelhub_state/queue_cleanup_latest.json": "a853c3ecd05b6eb13dc78028071c981c78c9adf73c9831a523b9562a8bdb1610",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "0f8caa8fabb879e1ceebf96f11d0e8e8fc5193547c643ffc529ff2ecd45be946",
     "outcomes/submissions.jsonl": "e353e5a19e912815cdfe51e12ae08eee79838a605ed9f0fce799db99d8863642"
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-  "generation": 24315,
+  "generation": 24316,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T14:35:18.659294+00:00",
+  "updatedAt": "2026-10-13T14:41:01.221441+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }