diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index ca46729002..58fd8d1f0c 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -414,7 +414,7 @@
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-  "generatedAt": "2026-10-13T09:21:28.652395+00:00",
+  "generatedAt": "2026-10-13T09:26:25.154791+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index fda4069f91..6b435f7e25 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-13T09:21:28.652395+00:00",
+  "catalogUpdatedAt": "2026-10-13T09:26:25.154791+00:00",
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-13T09:24:49.356005+00:00",
+  "generatedAt": "2026-10-13T09:30:56.447570+00:00",
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@@ -156,7 +156,7 @@
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-      "updatedAt": "2026-10-13T09:24:16.764671+00:00"
+      "updatedAt": "2026-10-13T09:30:26.355625+00:00"
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@@ -164,13 +164,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:24:17.850132+00:00"
+      "updatedAt": "2026-10-13T09:30:27.868083+00:00"
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         "text-generation"
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-      "updatedAt": "2026-10-13T09:24:18.165099+00:00"
+      "updatedAt": "2026-10-13T09:30:28.154557+00:00"
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@@ -178,7 +178,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:24:18.352610+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:24:18.261308+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",
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-      "updatedAt": "2026-10-13T09:24:18.054043+00:00"
+      "updatedAt": "2026-10-13T09:30:28.071958+00:00"
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@@ -210,13 +210,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-13T09:24:17.072994+00:00"
+      "updatedAt": "2026-10-13T09:30:26.989188+00:00"
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-      "updatedAt": "2026-10-13T09:24:17.352211+00:00"
+      "updatedAt": "2026-10-13T09:30:27.264434+00:00"
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@@ -224,7 +224,7 @@
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-      "updatedAt": "2026-10-13T09:24:17.552413+00:00"
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-      "updatedAt": "2026-10-13T09:24:17.448462+00:00"
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-      "updatedAt": "2026-10-13T09:24:17.253188+00:00"
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         "text-to-image-generation",
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-      "updatedAt": "2026-10-13T09:24:02.467515+00:00"
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-      "updatedAt": "2026-10-13T09:24:02.752855+00:00"
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@@ -270,7 +270,7 @@
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-      "updatedAt": "2026-10-13T09:24:02.952250+00:00"
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-      "updatedAt": "2026-10-13T09:24:02.849769+00:00"
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-      "updatedAt": "2026-10-13T09:24:02.653619+00:00"
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-      "updatedAt": "2026-10-13T09:24:03.182241+00:00"
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-      "updatedAt": "2026-10-13T09:24:03.235912+00:00"
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-      "updatedAt": "2026-10-13T09:24:03.150931+00:00"
+      "updatedAt": "2026-10-13T09:30:09.858216+00:00"
+    },
+    "https://modelscope.cn/models/Abiray/MiniCPM5-2B-GGUF|2026-09-08T05:27:18+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-13T09:30:07.771804+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-13T09:24:09.483394+00:00"
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": {
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": {
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@@ -378,7 +386,7 @@
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     "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-13T09:24:24.848208+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Biren_166m": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-13T09:24:25.265569+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-13T09:24:24.960565+00:00"
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     "https://modelscope.cn/models/Apsara-Stack/DeepSeek-V4-Flash-MXFP4-FP8|2026-08-31T06:21:34+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-13T09:24:25.068846+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Ascend_910-b3": {
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@@ -440,13 +448,13 @@
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-13T09:24:24.379590+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T09:24:24.571775+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|Cambricon_mlu-370-x8": {
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|MetaX_c-500": {
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@@ -470,7 +478,7 @@
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+      "updatedAt": "2026-10-13T09:30:33.949945+00:00"
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     "https://modelscope.cn/models/AtomicChat/DeepSeek-V4-Flash-0731-GGUF|2026-08-31T07:49:09+00:00|hygon_k100-ai": {
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@@ -478,7 +486,7 @@
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-      "updatedAt": "2026-10-13T09:24:24.340982+00:00"
+      "updatedAt": "2026-10-13T09:30:34.072418+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-13T09:24:06.215555+00:00"
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Biren_166m": {
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     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-Fin-GGUF|2026-09-04T08:10:07+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-13T09:24:06.652027+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T09:24:47.061048+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Cambricon_mlu-370-x4": {
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@@ -5732,7 +5732,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:47.249731+00:00"
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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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@@ -5740,7 +5740,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:47.162585+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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@@ -5748,7 +5748,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:46.947822+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": {
       "taskTypes": [
@@ -5756,13 +5756,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:07.336781+00:00"
+      "updatedAt": "2026-10-13T09:30:14.852763+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-YMQ-GGUF|2026-09-03T13:10:03+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T09:24:07.649218+00:00"
+      "updatedAt": "2026-10-13T09:30:15.270993+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-x4": {
       "taskTypes": [
@@ -5770,7 +5770,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:07.713986+00:00"
+      "updatedAt": "2026-10-13T09:30:15.451876+00:00"
     },
     "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": [
@@ -5778,7 +5778,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:07.687662+00:00"
+      "updatedAt": "2026-10-13T09:30:15.353078+00:00"
     },
     "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": [
@@ -5786,7 +5786,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:07.469354+00:00"
+      "updatedAt": "2026-10-13T09:30:14.964467+00:00"
     },
     "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": [
@@ -5794,7 +5794,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:07.555847+00:00"
+      "updatedAt": "2026-10-13T09:30:15.054955+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -5802,13 +5802,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:09.642612+00:00"
+      "updatedAt": "2026-10-13T09:30:18.249102+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-13T09:24:09.956299+00:00"
+      "updatedAt": "2026-10-13T09:30:18.674042+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -5816,7 +5816,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:10.055851+00:00"
+      "updatedAt": "2026-10-13T09:30:18.870219+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
@@ -5824,7 +5824,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:09.991572+00:00"
+      "updatedAt": "2026-10-13T09:30:18.760398+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|MetaX_c-500": {
       "taskTypes": [
@@ -5832,7 +5832,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:09.754301+00:00"
+      "updatedAt": "2026-10-13T09:30:18.350399+00:00"
     },
     "https://modelscope.cn/models/zerodigest/Qwen3.8-27B-YMQ-MTP-GGUF|2026-09-03T05:26:28+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -5840,7 +5840,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-13T09:24:09.850342+00:00"
+      "updatedAt": "2026-10-13T09:30:18.453875+00:00"
     }
   },
   "taskTree": [
@@ -6523,6 +6523,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-13T09:21:28.652395+00:00",
+  "taskTreeUpdatedAt": "2026-10-13T09:26:25.154791+00:00",
   "version": 1
 }
diff --git a/manifest.json b/manifest.json
index f753057e23..2daac1eb55 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,8 +4,8 @@
     ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
     ".modelhub_state/architecture_compatibility_blacklist.json": "4c2aa2c1b45f0ea325d1c727db0fc856942131d54cebb37693cd42d7afe90ca0",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "c8891cbb52341da6f78b6d3948f3fb16e71fa6b89c99e3d63e5decb3d2e72ad6",
-    ".modelhub_state/official_capabilities.json": "bda5820cc6228a60c747cb49282b38db35c4725d9b5f1cfc2223f1fa9b7217a5",
+    ".modelhub_state/market_intelligence.json": "8d795ac9e8ff9274d77f2d3843cc099e9beea0486297e771a49f16e19ca880e3",
+    ".modelhub_state/official_capabilities.json": "29344797078d712ead5e95a3818647a7ddeede721e56c4d8a733e5b41b60b30b",
     ".modelhub_state/outcome_checkpoint.json": "1eb98d127eca02b41be09323863d8d5c0102cb4926b3f3e7cd1da06f2a79fcca",
     ".modelhub_state/queue_cleanup_latest.json": "bc7e56c9d1a333f4bf796226c2496765a92f9d4ceb25f0ccd845d6f32075d0de",
     ".modelhub_state/recent_outcomes.jsonl": "d5f3321c7c835be11fc790c6b04936eee563f577da3818cfa5dc8aa7c8332239",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "1de5a2d8600ad7724a71171d26f2cf03b6de10adfa2e105588f7c22c6cae2a97",
     "outcomes/submissions.jsonl": "9327dadef00bd83126a9e508de97f8a66a22358f7ca482ba35d423192d69e599"
   },
-  "generation": 24242,
+  "generation": 24243,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-13T09:26:21.186381+00:00",
+  "updatedAt": "2026-10-13T09:30:57.155156+00:00",
   "writerId": "0b4d13138a434e929040a457f5ff8e93"
 }