{"id":9076,"date":"2026-06-21T13:27:53","date_gmt":"2026-06-21T04:27:53","guid":{"rendered":"https:\/\/since2020.jp\/media\/?p=9076"},"modified":"2026-06-21T13:27:53","modified_gmt":"2026-06-21T04:27:53","slug":"dais2026-agentic-ml-genie","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/dais2026-agentic-ml-genie\/","title":{"rendered":"\u300cML\u3092\u81ea\u52d5\u5316\u3059\u308b\u552f\u4e00\u306e\u9053\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060\u300d\u2014\u2014Data + AI Summit 2026\u304c\u63cf\u3044\u305fagentic ML\u306e\u5b9f\u50cf"},"content":{"rendered":"\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u696d\u754c\u306b\u306f\u3001\u305a\u3063\u3068\u4e00\u3064\u306e\u5922\u304c\u3042\u3063\u305f\u3002<strong>ML\u3092\u3067\u304d\u308b\u9650\u308a\u7c21\u5358\u306b\u3001\u81ea\u52d5\u5316\u3057\u305f\u3082\u306e\u306b\u3059\u308b\u3053\u3068<\/strong>\u3002\u305d\u3046\u3059\u308c\u3070\u8ce2\u3044\u5224\u65ad\u3092\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u3042\u3089\u3086\u308b\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u884c\u304d\u6e21\u3089\u305b\u3089\u308c\u308b\u3002\u591a\u304f\u306e\u4f01\u696d\u304c\u6311\u307f\u3001\u591a\u304f\u304c\u5931\u6557\u3057\u3066\u304d\u305f\u3002Data + AI Summit 2026\u306eDay2\u57fa\u8abf\u8b1b\u6f14\u3067\u3001Databricks\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\uff08Data Science and Machine Learning\uff09\u3092\u7387\u3044\u308b <strong>Mike Del Balso<\/strong> \u6c0f\u306f\u3001\u300c\u305d\u308c\u304c\u3088\u3046\u3084\u304f\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u300d\u3068\u5207\u308a\u51fa\u3057\u305f\u3002Google\u3067MLOps\uff08ML\u306e\u672c\u756a\u904b\u7528\uff09\u306e\u9ece\u660e\u3092\u898b\u3066\u3001Uber\u306eML\u57fa\u76e4\u300cMichelangelo\u300d\u3092\u7acb\u3061\u4e0a\u3052\u305f\u4eba\u7269\u3060\u3002\u5f7c\u304c\u793a\u3057\u305f\u306e\u306f\u3001<strong>ML\u3092\u81ea\u52d5\u5316\u3059\u308b\u552f\u4e00\u306e\u6280\u8853\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308b<\/strong>\u3068\u3044\u3046\u4e3b\u5f35\u3068\u3001\u305d\u308c\u3092\u6210\u7acb\u3055\u305b\u308b\u57fa\u76e4\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7fa4\u3060\u3063\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u96a0\u308c\u305f\u6280\u8853\u7684\u8ca0\u50b5\u2014\u2014ML\u30b3\u30fc\u30c9\u306f\u6c37\u5c71\u306e\u4e00\u89d2\u3067\u3057\u304b\u306a\u3044<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-1.jpg\" alt=\"\u300cThe hidden tech debt of ML systems\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u4e2d\u592e\u306e\u8d64\u3044\u300cML Code\u300d\u30d6\u30ed\u30c3\u30af\u3092\u3001Configuration\u30fbData Collection\u30fbData Verification\u30fbServing Infrastructure\u30fbMonitoring\u306a\u3069\u591a\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u53d6\u308a\u56f2\u3080\u3002\u51fa\u5178\u306fSculley et al., NeurIPS 2014\" class=\"wp-image-9067\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-1.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-1-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-1-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-1-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cThe hidden tech debt of ML systems\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u4e2d\u592e\u306e\u8d64\u3044\u300cML Code\u300d\u30d6\u30ed\u30c3\u30af\u3092\u3001Configuration\u30fbData Collection\u30fbData Verification\u30fbServing Infrastructure\u30fbMonitoring\u306a\u3069\u591a\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u53d6\u308a\u56f2\u3080\u3002\u51fa\u5178\u306fSculley et al., NeurIPS 2014<\/figcaption><\/figure>\n\n\n\n<p>\u6700\u521d\u306b\u6620\u3055\u308c\u305f\u306e\u306f\u3001\u591a\u304f\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u898b\u899a\u3048\u306e\u3042\u308b\u4e00\u679a\u3060\u3063\u305f\u3002Mike\u6c0f\u306e\u30c1\u30fc\u30e0\u304c\u7d0412\u5e74\u524d\u306bGoogle\u3067\u767a\u8868\u3057\u305f\u8ad6\u6587\uff08Sculley et al., NeurIPS 2014\uff09\u306e\u56f3\u3067\u3042\u308b\u3002\u771f\u3093\u4e2d\u306e\u8d64\u3044\u5c0f\u3055\u306a\u30d6\u30ed\u30c3\u30af\u304c\u300cML Code\u300d\u3002\u305d\u3057\u3066<strong>\u305d\u308c\u3092\u53d6\u308a\u5dfb\u304f Configuration\u3001Data Collection\u3001Data Verification\u3001Serving Infrastructure\u3001Monitoring \u3053\u305d\u304c\u56f3\u306e\u4e3b\u5f79<\/strong>\u3060\u3002\u672c\u756a\u3067ML\u3092\u52d5\u304b\u3057\u7d9a\u3051\u308b\u305f\u3081\u306b\u3001\u5b9f\u969b\u306b\u306f\u7121\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u30fb\u904b\u7528\u30fb\u4fdd\u5b88\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u300c\u3053\u308c\u306f\u672c\u756aML\u304c\u3044\u304b\u306b\u96e3\u3057\u3044\u304b\u3092\u8aac\u660e\u3059\u308b\u56f3\u3060\u300d\u3068\u5f7c\u306f\u8a00\u3044\u3001\u7a2e\u660e\u304b\u3057\u3092\u3059\u308b\u3002<strong>\u3053\u306e\u96e3\u3057\u3055\u306f\u3001\u7a81\u304d\u8a70\u3081\u308c\u3070\u3059\u3079\u3066\u30c7\u30fc\u30bf\u306e\u554f\u984c\u3060<\/strong>\u2014\u2014\u3068\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ML\u3078\u306e\u30cb\u30fc\u30ba\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u9ad8\u3044\u2014\u201450X\u306b\u81a8\u3089\u3080\u610f\u601d\u6c7a\u5b9a<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-2.jpg\" alt=\"\u300cThe need for ML has never been greater\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Databricks Apps\u306e\u9031\u6b21\u30b3\u30df\u30c3\u30c8\u6570\u304c2024\u5e743k\u21922025\u5e7423k\u21922026\u5e7452k\uff08so far\uff09\u3068\u6307\u6570\u7684\u306b\u4f38\u3073\u300150X\u306e\u5897\u52a0\u3092\u793a\u3059\" class=\"wp-image-9068\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-2.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-2-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-2-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-2-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cThe need for ML has never been greater\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Databricks Apps\u306e\u9031\u6b21\u30b3\u30df\u30c3\u30c8\u6570\u304c2024\u5e743k\u21922025\u5e7423k\u21922026\u5e7452k\uff08so far\uff09\u3068\u6307\u6570\u7684\u306b\u4f38\u3073\u300150X\u306e\u5897\u52a0\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<p>\u751f\u6210AI\u304cML\u306e\u9700\u8981\u3092\u6e1b\u3089\u3059\u3068\u601d\u3063\u305f\u4eba\u3082\u3044\u308b\u3060\u308d\u3046\u3002\u3060\u304c\u73fe\u5b9f\u306f\u9006\u3060\u3001\u3068\u5f7c\u306f\u5f37\u8abf\u3059\u308b\u3002\u65b0\u3057\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f5c\u308b\u307b\u3069\u3001<strong>\u63a8\u85a6\u3059\u3079\u304d\u5546\u54c1\u3082\u3001\u63d0\u793a\u3059\u3079\u304d\u4fa1\u683c\u3082\u3001\u691c\u77e5\u3059\u3079\u304d\u4e0d\u6b63\u3082\u3001\u5224\u65ad\u3059\u3079\u304d\u878d\u8cc7\u7533\u8acb\u3082\u5897\u3048\u308b<\/strong>\u3002\u793e\u5185\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u7dcf\u91cf\u306f\u7206\u767a\u7684\u306b\u81a8\u3089\u3080\u3002Databricks Apps\u306e\u9031\u6b21\u30b3\u30df\u30c3\u30c8\u6570\u306f <strong>2024\u5e74\u306e3k\u304b\u30892025\u5e74\u306b23k\u30012026\u5e74\u306f\u9014\u4e2d\u6642\u70b9\u306752k<\/strong>\u2014\u2014\u304a\u304a\u3080\u306d <strong>50\u500d<\/strong>\u306e\u4f38\u3073\u3060\u3002\u3068\u3053\u308d\u304cML\u306f\u96e3\u3057\u3044\u304b\u3089\u3001\u79c1\u305f\u3061\u306f\u305d\u308c\u3092\u300c\u914d\u7d66\u300d\u3057\u3066\u304d\u305f\u3002\u3054\u304f\u4e00\u90e8\u3067\u3057\u304b\u4f7f\u308f\u305a\u3001\u3042\u3068\u306f\u30d2\u30e5\u30fc\u30ea\u30b9\u30c6\u30a3\u30af\u30b9\u3084\u9759\u7684\u306a\u30ed\u30b8\u30c3\u30af\u3067\u300c\u3088\u308a\u611a\u304b\u306a\u5224\u65ad\u300d\u3092\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u554f\u984c\u306f\u3001ML\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u2014\u2014Data \u2192 Features \u2192 Training \u2192 Evaluation \u2192 Deployment \u2192 Monitoring\u2014\u2014\u306e<strong>\u3042\u3089\u3086\u308b\u6bb5\u968e\u306b\u4eba\u304c\u3044\u308b<\/strong>\u3053\u3068\u3060\u3002\u3069\u306e\u7279\u5fb4\u91cf\u3092\u4f5c\u308a\u3001\u3069\u306e\u30e2\u30c7\u30eb\u3092\u672c\u756a\u3078\u6607\u683c\u3055\u305b\u308b\u304b\u3001\u535a\u58eb\u53f7\u3092\u6301\u3064\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u305d\u306e\u90fd\u5ea6\u5224\u65ad\u3057\u3066\u3044\u308b\u3002ML\u3092\u81ea\u52d5\u5316\u3059\u308b\u306a\u3089\u3001\u5f7c\u3089\u3068\u540c\u3058\u3088\u3046\u306b\u5224\u65ad\u3092\u4e0b\u3059\u81ea\u52d5\u5316\u304c\u8981\u308b\u3002\u305d\u308c\u3092\u62c5\u3048\u308b\u6280\u8853\u306f\u4e00\u3064\u3057\u304b\u306a\u3044\u3001\u3068Mike\u6c0f\u306f\u65ad\u8a00\u3059\u308b\u3002<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060<\/strong>\u3002\u3060\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306fML\u306b\u307e\u3060\u540c\u3058\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u4e0e\u3048\u3066\u3044\u306a\u3044\u3002\u7406\u7531\u306f\u4e8c\u3064\u3002<strong>\u6b63\u3057\u3044\u30a4\u30f3\u30d5\u30e9\u3092\u6301\u3064\u4f01\u696d\u304c\u3054\u304f\u4e00\u63e1\u308a\u3057\u304b\u3044\u306a\u3044<\/strong>\u3053\u3068\u3001\u305d\u3057\u3066<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u540c\u3058\u8cea\u306e\u5224\u65ad\u3092\u4e0b\u3059\u305f\u3081\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u3001\u4eca\u65e5\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306f\u624b\u306b\u5165\u3089\u306a\u3044<\/strong>\u3053\u3068\u3060\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5bfe\u5fdc\u306b\u3057\u305f\u57fa\u76e4\u2014\u2014\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3001\u9589\u3058\u305f\u30c7\u30fc\u30bf\u30eb\u30fc\u30d7\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ac\u30d0\u30ca\u30f3\u30b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-3.jpg\" alt=\"\u300cWe made it agent-ready \/ Serverless everything\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002ML Lifecycle\u306bDatabricks\u88fd\u54c1\u3092\u5bfe\u5fdc\u3065\u3051\u3001Data=Lakehouse\/Lakebase\u3001Training=AI Runtime\/ML Runtime\u3001Evaluation=MLflow\/Notebooks\u3001Deployment=Model Serving\/Model Registry\u3001Monitoring=Inference Tables\/Data Quality Monitoring\u3092\u793a\u3059\" class=\"wp-image-9069\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-3.jpg 1280w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-3-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-3-1024x576.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-3-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><figcaption class=\"wp-element-caption\">\u300cWe made it agent-ready \/ Serverless everything\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002ML Lifecycle\u306bDatabricks\u88fd\u54c1\u3092\u5bfe\u5fdc\u3065\u3051\u3001Data=Lakehouse\/Lakebase\u3001Training=AI Runtime\/ML Runtime\u3001Evaluation=MLflow\/Notebooks\u3001Deployment=Model Serving\/Model Registry\u3001Monitoring=Inference Tables\/Data Quality Monitoring\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<p>Databricks\u306f\u904e\u53bb18\u304b\u6708\u3092\u304b\u3051\u3066\u30b9\u30bf\u30c3\u30af\u3092<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5bfe\u5fdc<\/strong>\u306b\u3057\u3066\u304d\u305f\u3002\u904e\u53bb1\u5e74\u3060\u3051\u3067 <strong>5\u5104\u3092\u8d85\u3048\u308b\u30e2\u30c7\u30eb<\/strong>\u304cDatabricks\u4e0a\u3067\u5b66\u7fd2\u3055\u308c\u3001Gartner\u306e\u30de\u30b8\u30c3\u30af\u30fb\u30af\u30a2\u30c9\u30e9\u30f3\u30c8\u3067\u3082Leaders\u306e\u6700\u53f3\u4e0a\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u308b\u3002\u3059\u3067\u306b\u63c3\u3063\u3066\u3044\u305f\u3053\u306e\u57fa\u76e4\u3092\u3001\u4eba\u3067\u306f\u306a\u304f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u99c6\u52d5\u3067\u304d\u308b\u5f62\u306b\u4f5c\u308a\u5909\u3048\u305f\u3068\u3044\u3046\u3002<\/p>\n\n\n\n<p>\u67f1\u306f\u4e09\u3064\u3002\u7b2c\u4e00\u306b\u3001<strong>\u3059\u3079\u3066\u3092\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u5316<\/strong>\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u30af\u30e9\u30b9\u30bf\u8a2d\u5b9a\u3084\u72b6\u614b\u7dad\u6301\u3092\u3055\u305b\u305a\u3001\u5fc5\u8981\u306a\u30b9\u30b1\u30fc\u30eb\u3078\u5373\u5ea7\u306b\u7acb\u3061\u4e0a\u3052\u843d\u3068\u305b\u308b\u3002\u7b2c\u4e8c\u306b\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092<strong>\u5358\u4e00\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3067\u8a08\u88c5<\/strong>\u3057\u305f\u3002\u5b66\u7fd2\u30fb\u7279\u5fb4\u91cf\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0\u30fb\u76e3\u8996\u30fb\u63a8\u8ad6\u304c\u540c\u3058\u30ac\u30d0\u30ca\u30f3\u30b9\u6e08\u307f\u30c6\u30fc\u30d6\u30eb\u306b\u7740\u5730\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u81ea\u3089\u306e\u5909\u66f4\u306e\u5f71\u97ff\u3092\u5373\u5ea7\u306b\u898b\u3089\u308c\u308b\u3002\u7b2c\u4e09\u306b\u3001<strong>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30ac\u30d0\u30ca\u30f3\u30b9<\/strong>\u3002\u30e2\u30c7\u30eb\u30fb\u5b9f\u9a13\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092Unity Catalog\u3067\u7d71\u5236\u3059\u308b\u306e\u306b\u52a0\u3048\u3001<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53d6\u308c\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u305d\u306e\u3082\u306e\u306b\u3082<\/strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u304b\u3051\u305f\u3002\u3060\u304b\u3089\u5909\u66f4\u3092\u4fe1\u983c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u5f53\u65e5\u3001\u65b0\u3057\u3044\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30bf\u30a4\u30d7 <strong>AI Runtime<\/strong> \u3092\u767a\u8868\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6df1\u5c64\u5b66\u7fd2\u5411\u3051\u306e<strong>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9GPU<\/strong>\u3067\u3001\u524d\u6255\u3044\u30b3\u30df\u30c3\u30c8\u306a\u3057\u306b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u4f7f\u3048\u308b\u3002\u300cPowerful GPUs, on-demand\u300d\u300cResearch-grade, enterprise-scale\u300d\u3092\u63b2\u3052\u3001\u3059\u3067\u306b\u6570\u767e\u793e\u304c\u6df1\u5c64\u5b66\u7fd2\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u79fb\u3057\u3066\u3044\u308b\u3002\u524d\u65e5\u306bAli\u6c0f\u304c\u89e6\u308c\u305fMerck\u306e\u5275\u85ac\u30e2\u30c7\u30eb\u3082\u3053\u306e\u57fa\u76e4\u4e0a\u306e\u6210\u679c\u3060\u3002\u3055\u3089\u306b\u3053\u306e\u65e5\u3001<strong>\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5b66\u7fd2<\/strong>\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8ffd\u52a0\u3002\u3069\u3093\u306a\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3067\u3082\u30b9\u30b1\u30fc\u30eb\u3057\u3066\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Genie Code for ML\u2014\u2014\u30b7\u30cb\u30a2ML\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3088\u3046\u306b\u50cd\u304f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-4.jpg\" alt=\"\u300cINTRODUCING Genie Code for ML\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u672c\u756aML\u5de5\u5b66\u306e\u305f\u3081\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3001Upgraded intelligence for ML engineering \/ Native to UC and every Databricks ML product \/ Powered by Genie Ontology\u306e3\u70b9\u3092\u63b2\u3052\u308b\" class=\"wp-image-9070\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-4.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-4-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-4-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-4-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cINTRODUCING Genie Code for ML\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u672c\u756aML\u5de5\u5b66\u306e\u305f\u3081\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3001Upgraded intelligence for ML engineering \/ Native to UC and every Databricks ML product \/ Powered by Genie Ontology\u306e3\u70b9\u3092\u63b2\u3052\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u57fa\u76e4\u304c\u3067\u304d\u305f\u3089\u3001\u6b21\u306f\u30eb\u30fc\u30d7\u3092\u99c6\u52d5\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060\u3002Mike\u6c0f\u304c\u767a\u8868\u3057\u305f\u306e\u306f\u3001\u672c\u756aML\u5de5\u5b66\u306e\u305f\u3081\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 <strong>Genie Code for ML<\/strong>\u2014\u2014\u5f53\u65e5\u304b\u3089\u306e\u63d0\u4f9b\u3060\u3002\u300c\u73fe\u5b9f\u4e16\u754c\u306eML\u3092\u8ab0\u3088\u308a\u3082\u898b\u3066\u304d\u305f\u306e\u306fDatabricks\u3060\u300d\u3068\u5f7c\u306f\u8a00\u3046\u3002\u4f55\u304c\u52b9\u304d\u3001\u4f55\u304c\u52b9\u304b\u305a\u3001\u672c\u756a\u3067\u300c\u826f\u3044\u300d\u3068\u306f\u4f55\u304b\u3002\u305d\u306e\u6559\u8a13\u3092\u3059\u3079\u3066Genie Code\u306b\u7e54\u308a\u8fbc\u307f\u3001ML\u30b9\u30bf\u30c3\u30af\u306b\u30cd\u30a4\u30c6\u30a3\u30d6\u7d71\u5408\u3057\u3001\u5148\u307b\u3069\u306e\u30a4\u30f3\u30d5\u30e9\u306e\u4f7f\u3044\u65b9\u3092\u3069\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u7406\u89e3\u3055\u305b\u305f\u3002<\/p>\n\n\n\n<p>\u6700\u3082\u91cd\u8981\u306a\u306e\u306f<strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u5f37\u5316<\/strong>\u3060\u3068\u3044\u3046\u3002\u5192\u982d\u306e\u6280\u8853\u7684\u8ca0\u50b5\u306e\u56f3\u306f10\u5e74\u524d\u306e\u300c\u4eba\u306e\u554f\u984c\u300d\u3092\u89e3\u304f\u3082\u306e\u3060\u3063\u305f\u3002\u3060\u304c\u4eba\u304c\u5224\u65ad\u3059\u308b\u3068\u304d\u3001\u5b9f\u969b\u306b\u306f<strong>\u3082\u3063\u3068\u591a\u304f\u306e\u60c5\u5831\u6e90<\/strong>\u306b\u983c\u3063\u3066\u3044\u308b\u3002\u3059\u3067\u306b\u3069\u3093\u306a\u5b9f\u9a13\u3092\u56de\u3057\u305f\u304b\u3001\u3053\u306e\u30d3\u30b8\u30cd\u30b9\u6307\u6a19\u306f\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u3001\u8a55\u4fa1\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3069\u3053\u306b\u3042\u308b\u304b\u3002\u3053\u3046\u3057\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5168\u4f53\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306bML\u3092\u6301\u3061\u8fbc\u3080\u306e\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u554f\u984c<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-5.jpg\" alt=\"\u300cBringing agents to ML is a context problem\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Team Workflows\u30fbBusiness Metrics\u30fbExperiment History\u30fbCompute\/Cost Policies\u30fbDeployment Approval Gates\u30fbLive Infra State\u30fbCustom Evaluation Suite\u30fbData Semantics &amp; Quality\u304c\u30bf\u30a4\u30eb\u72b6\u306b\u4e26\u3073\u3001\u300cNo context \u2192 wrong data, wrong eval, a model that looks right but isn't.\u300d\u3068\u91cd\u306d\u3066\u8868\u793a\u3055\u308c\u308b\" class=\"wp-image-9071\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-5.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-5-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-5-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-5-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cBringing agents to ML is a context problem\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Team Workflows\u30fbBusiness Metrics\u30fbExperiment History\u30fbCompute\/Cost Policies\u30fbDeployment Approval Gates\u30fbLive Infra State\u30fbCustom Evaluation Suite\u30fbData Semantics &amp; Quality\u304c\u30bf\u30a4\u30eb\u72b6\u306b\u4e26\u3073\u3001\u300cNo context \u2192 wrong data, wrong eval, a model that looks right but isn&#8217;t.\u300d\u3068\u91cd\u306d\u3066\u8868\u793a\u3055\u308c\u308b<\/figcaption><\/figure>\n\n\n\n<p><strong>\u3082\u3057\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3053\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3051\u308c\u3070\u3001\u9593\u9055\u3063\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3001\u9593\u9055\u3063\u305f\u8a55\u4fa1\u3092\u3057\u3001\u4e00\u898b\u6b63\u3057\u305d\u3046\u3060\u304c\u6b63\u3057\u304f\u306a\u3044\u3082\u306e\u3092\u8fd4\u3059<\/strong>\u2014\u2014\u305d\u3057\u3066\u4fe1\u983c\u3067\u304d\u306a\u3044\u3002\u524d\u65e5\u306bKen\u6c0f\u304c\u767a\u8868\u3057\u305f <strong>Genie Ontology<\/strong> \u3092\u3001Databricks\u306f\u3053\u3053\u306b\u7d71\u5408\u3057\u305f\u3002\u3059\u3079\u3066\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092Genie Code\u306b\u7d44\u307f\u8fbc\u307f\u3001\u30c1\u30fc\u30e0\u304c\u3069\u3046\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u3001\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u3092\u7406\u89e3\u3055\u305b\u305f\u306e\u3060\u3002\u3060\u304b\u3089Genie Code\u306f\u65e2\u5b58\u30d1\u30bf\u30fc\u30f3\u3068\u540c\u3058\u3084\u308a\u65b9\u3067\u7279\u5fb4\u91cf\u3092\u4f5c\u308a\u3001\u65e2\u5b58\u306e\u5b66\u7fd2\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u518d\u5229\u7528\u3059\u308b\u3002\u305d\u3057\u3066\u300c\u3053\u306e\u30e2\u30c7\u30eb\u306f\u826f\u3044\u300d\u3068\u8a00\u3048\u3070\u3001\u305d\u308c\u306f<strong>\u30c1\u30fc\u30e0\u304c\u4fe1\u983c\u3059\u308b\u306e\u3068\u540c\u3058\u57fa\u6e96<\/strong>\u3067\u6e2c\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u591a\u56fd\u7c4d\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u4f01\u696d <strong>Danfoss<\/strong> \u306f\u3001\u3053\u308c\u306b\u3088\u308aML\u30bc\u30ed\u306e\u72b6\u614b\u304b\u3089\u5b8c\u5168\u306a\u672c\u756aML\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3092\u308f\u305a\u304b <strong>90\u5206<\/strong>\u3067\u69cb\u7bc9\u3057\u305f\u3002\u901a\u5e38\u306a\u3089\u6570\u9031\u9593\u3001\u6570\u304b\u6708\u3001\u4f01\u696d\u306b\u3088\u3063\u3066\u306f\u56db\u534a\u671f\u304b\u304b\u308b\u4ed5\u4e8b\u3060\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Genie ZeroOps for ML\u2014\u2014ML\u30b7\u30b9\u30c6\u30e0\u3092\u904b\u7528\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-6.jpg\" alt=\"\u300cGenie ZeroOps keeps ML systems healthy\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Data Drift=\u30c9\u30ea\u30d5\u30c8\u691c\u77e5\u30fb\u518d\u5b66\u7fd2\u30fb\u518d\u691c\u8a3c\u3001Serving Errors=\u539f\u56e0\u7279\u5b9a\u30fb\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0\u5fa9\u65e7\u3001Broken Pipelines=\u4e0a\u6d41\u8ffd\u8de1\u30fb\u30b8\u30e7\u30d6\u4fee\u5fa9\u30fb\u30d5\u30ed\u30fc\u5fa9\u65e7\u306e3\u30ab\u30fc\u30c9\u3068\u3001Detect\u2192Diagnose\u2192Repair\u2192You approve\u306e\u6d41\u308c\u3092\u793a\u3059\" class=\"wp-image-9072\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-6.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-6-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-6-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-6-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cGenie ZeroOps keeps ML systems healthy\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Data Drift=\u30c9\u30ea\u30d5\u30c8\u691c\u77e5\u30fb\u518d\u5b66\u7fd2\u30fb\u518d\u691c\u8a3c\u3001Serving Errors=\u539f\u56e0\u7279\u5b9a\u30fb\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0\u5fa9\u65e7\u3001Broken Pipelines=\u4e0a\u6d41\u8ffd\u8de1\u30fb\u30b8\u30e7\u30d6\u4fee\u5fa9\u30fb\u30d5\u30ed\u30fc\u5fa9\u65e7\u306e3\u30ab\u30fc\u30c9\u3068\u3001Detect\u2192Diagnose\u2192Repair\u2192You approve\u306e\u6d41\u308c\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<p>\u3060\u304c\u60aa\u3044\u77e5\u3089\u305b\u304c\u3042\u308b\u3002\u73fe\u5834\u306eML\u30c1\u30fc\u30e0\u306b\u805e\u3051\u3070\u3001<strong>\u69cb\u7bc9\u306f\u4ed5\u4e8b\u306e\u5927\u534a\u3067\u306f\u306a\u3044<\/strong>\u3002\u6642\u9593\u306e60\u301c70\u301c80%\u306f\u3001ML\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u300c\u4fdd\u5b88\u300d\u306b\u8cbb\u3084\u3055\u308c\u3066\u3044\u308b\u3002\u30e2\u30c7\u30eb\u3092100\u500d\u901f\u304f\u4f5c\u308c\u3070100\u500d\u591a\u304f\u306e\u30e2\u30c7\u30eb\u304c\u3067\u304d\u308b\u3002\u305d\u306e\u4fdd\u5b88\u8ca0\u62c5\u3092100\u500d\u80cc\u8ca0\u3048\u308b\u7d44\u7e54\u306f\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067Mike\u6c0f\u304c\u300c\u904e\u53bb10\u5e74\u3067\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u30ed\u30fc\u30f3\u30c1\u300d\u3068\u547c\u3093\u3067\u767a\u8868\u3057\u305f\u306e\u304c <strong>Genie ZeroOps for ML<\/strong>\u3002<strong>ML\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u3042\u306a\u305f\u306b\u4ee3\u308f\u3063\u3066\u904b\u7528\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\u3060\u3002\u5f93\u6765\u306e\u76e3\u8996\u306f\u554f\u984c\u3092\u898b\u3064\u3051\u3066\u300c\u3053\u308c\u304c\u304a\u304b\u3057\u3044\u300d\u3068\u6301\u3063\u3066\u304f\u308b\u3060\u3051\u3060\u3063\u305f\u3002ZeroOps for ML\u306f\u305d\u3053\u3067\u6b62\u307e\u3089\u305a\u3001<strong>\u554f\u984c\u3092\u898b\u3064\u3051\u3001\u81ea\u3089\u6839\u672c\u539f\u56e0\u3092\u7a81\u304d\u6b62\u3081\u3001\u81ea\u5f8b\u7684\u306b\u4fee\u6b63\u3092\u8003\u3048\u3001\u89e3\u6c7a\u7b56\u3092\u6301\u3063\u3066\u304f\u308b<\/strong>\u3002\u3059\u3079\u3066\u306e\u672c\u756a\u30e2\u30c7\u30eb\u3092\u7d99\u7d9a\u76e3\u8996\u3057\u3001\u554f\u984c\u3092\u81ea\u5f8b\u7684\u306b\u8abf\u67fb\u30fb\u89e3\u6c7a\u3059\u308b\u3002\u305f\u3060\u3057<strong>\u30c7\u30d7\u30ed\u30a4\u524d\u306b\u306f\u5fc5\u305a\u30c1\u30fc\u30e0\u306e\u627f\u8a8d\u3092\u6b8b\u3059<\/strong>\u3002\u3053\u308c\u307e\u3067ML\u306f\u5e38\u306b\u30c1\u30fc\u30e0\u306e\u8ab0\u304b\u304c\u30aa\u30f3\u30b3\u30fc\u30eb\u3060\u3063\u305f\u3002ZeroOps\u306f\u305d\u308c\u3092\u53cd\u8ee2\u3055\u305b\u3001<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30aa\u30f3\u30b3\u30fc\u30eb\u306b\u3001\u30c1\u30fc\u30e0\u306f\u63a8\u5968\u3092\u627f\u8a8d\u3059\u308b\u7acb\u5834<\/strong>\u306b\u7f6e\u304f\u3002Data Drift\u30fbServing Errors\u30fbBroken Pipelines\u306b\u5bfe\u3057\u3001Detect \u2192 Diagnose \u2192 Repair \u2192 You approve \u306e\u6d41\u308c\u3067\u5bfe\u51e6\u3059\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30e2\u2014\u2014\u5d29\u308c\u305f\u30c1\u30b1\u30c3\u30c8\u9700\u8981\u4e88\u6e2c\u3092\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u5f8b\u3067\u6839\u672c\u539f\u56e0\u307e\u3067\u8fbf\u308b<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-7.jpg\" alt=\"Genie ZeroOps\u306e\u601d\u8003\u30ed\u30b0\u306e\u30c7\u30e2\u753b\u9762\u3002\u30a2\u30e9\u30fc\u30c8\u3092\u53d7\u3051\u3066game_stage\u7279\u5fb4\u91cf\u306e\u6b20\u843d\u3092\u8a3a\u65ad\u3057\u3001demand_model_retrain\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u518d\u5b66\u7fd2\u3002\u5019\u88dcv2\u306f2026 holdout\uff0872\u8a66\u5408\uff09\u3067MAPE 7.8%\u21924.5%\u3001MAE 2,864\u21922,040\u30c1\u30b1\u30c3\u30c8\u306b\u6539\u5584\u3057\u3001bricksports_tournament version 2\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u308b\" class=\"wp-image-9073\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-7.jpg 1280w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-7-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-7-1024x576.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-7-768x432.jpg 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><figcaption class=\"wp-element-caption\">Genie ZeroOps\u306e\u601d\u8003\u30ed\u30b0\u306e\u30c7\u30e2\u753b\u9762\u3002\u30a2\u30e9\u30fc\u30c8\u3092\u53d7\u3051\u3066game_stage\u7279\u5fb4\u91cf\u306e\u6b20\u843d\u3092\u8a3a\u65ad\u3057\u3001demand_model_retrain\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u518d\u5b66\u7fd2\u3002\u5019\u88dcv2\u306f2026 holdout\uff0872\u8a66\u5408\uff09\u3067MAPE 7.8%\u21924.5%\u3001MAE 2,864\u21922,040\u30c1\u30b1\u30c3\u30c8\u306b\u6539\u5584\u3057\u3001bricksports_tournament version 2\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u30b9\u30c6\u30fc\u30b8\u306b\u306fAmber\u6c0f\u304c\u767b\u58c7\u3057\u3001\u30e9\u30a4\u30d6\u3067\u52d5\u304b\u3057\u3066\u898b\u305b\u305f\u3002\u984c\u6750\u306f\u67b6\u7a7a\u306e\u300cData and AI World Cup\u300d\u3002<strong>Bricksports Global<\/strong>\u306b\u306f\u5168\u8a66\u5408\u306e\u30c1\u30b1\u30c3\u30c8\u8ca9\u58f2\u3092\u4e88\u6e2c\u3059\u308b\u672c\u756a\u30e2\u30c7\u30eb\u304c\u3042\u308a\u3001\u4e88\u6e2c\u306f\u904b\u55b6\u8cbb\u306e\u6570\u5343\u4e07\u30c9\u30eb\u898f\u6a21\u306b\u76f4\u7d50\u3059\u308b\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u3082\u306e\u3060\u3002<\/p>\n\n\n\n<p>\u307e\u305aGenie Code\u306b\u300c\u4e88\u6e2c\u3068\u5b9f\u7e3e\u304c\u00b15%\u3092\u8d85\u3048\u305f\u3089\u767a\u706b\u3059\u308b\u30a2\u30e9\u30fc\u30c8\u3092\u4f5c\u3063\u3066\u300d\u3068\u983c\u3080\u3068\u3001\u8ffd\u52a0\u8a2d\u5b9a\u306a\u3057\u3067\u30a2\u30e9\u30fc\u30c8\u304c\u4f5c\u3089\u308c\u308b\u3002\u91d1\u66dc17:30\u3001\u4f1a\u8b70\u304b\u3089\u623b\u3063\u3066\u30e1\u30fc\u30eb\u3092\u958b\u304f\u3068\u2014\u2014\u30a2\u30e9\u30fc\u30c8\u304c30\u5206\u524d\u306b\u767a\u706b\u3057\u3066\u3044\u305f\u3002\u3060\u304c\u65b0\u3057\u3044\u30dc\u30bf\u30f3\u304c\u3042\u308b\u3002\u300cView investigation in Genie ZeroOps\u300d\u3002\u30bf\u30c3\u30d7\u3059\u308b\u3068\u6700\u9ad8\u6df1\u523b\u5ea6\u306e\u30b9\u30ec\u30c3\u30c9\u304c\u958b\u3044\u305f\u3002<strong>Genie ZeroOps\u306f\u79c1\u304c\u8abf\u67fb\u3059\u308b\u306e\u3092\u5f85\u305f\u305a\u300130\u5206\u524d\u304b\u3089\u81ea\u52d5\u3067\u52d5\u304d\u3001\u3059\u3067\u306b\u6570\u5341\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u3066\u3044\u305f<\/strong>\u3002<\/p>\n\n\n\n<p>ZeroOps\u306f\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u5206\u6790\u3057\u3001Unity Catalog\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u898b\u3066\u3001SQL\u3092\u5b9f\u884c\u3057\u3001MLflow\u306e\u5b9f\u9a13\u3092\u8d70\u3089\u305b\u308b\u3002<strong>\u307e\u308b\u3067\u672c\u7269\u306eML\u5c02\u9580\u5bb6\u306e\u3088\u3046\u306b<\/strong>\u53cd\u5fa9\u3057\u3001\u6839\u672c\u539f\u56e0\u306b\u8fbf\u308a\u7740\u3044\u305f\u3002<strong>\u30e2\u30c7\u30eb\u306b\u306f\u30c8\u30fc\u30ca\u30e1\u30f3\u30c8\u306e\u30b9\u30c6\u30fc\u30b8\u3092\u4f1d\u3048\u308b\u7279\u5fb4\u91cf\u304c\u6b20\u3051\u3066\u3044\u305f<\/strong>\u3002\u672c\u756a\u306ev1\u306f <code>game_id<\/code> \u3092\u30ef\u30f3\u30db\u30c3\u30c8\uff08\u30ab\u30c6\u30b4\u30ea\u5024\u30920\/1\u306e\u30d5\u30e9\u30b0\u5217\u306b\u5909\u63db\u3059\u308b\u624b\u6cd5\uff09\u3067\u5b66\u7fd2\u3057\u3066\u304a\u308a\u3001\u30c8\u30fc\u30ca\u30e1\u30f3\u30c8\u30e9\u30a6\u30f3\u30c9\u306e\u4fe1\u53f7\u3092\u6301\u305f\u306a\u3044\u3002\u3060\u304b\u3089\u6c7a\u52dd\u30c8\u30fc\u30ca\u30e1\u30f3\u30c8\uff08\u30ce\u30c3\u30af\u30a2\u30a6\u30c8\u30b9\u30c6\u30fc\u30b8\uff09\u306b\u5165\u3063\u305f\u9014\u7aef\u3001\u5897\u3048\u305f\u9700\u8981\u3092\u6349\u3048\u3089\u308c\u305a\u4e88\u6e2c\u304c\u305a\u308c\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u6b62\u307e\u3089\u306a\u3044\u3002ZeroOps\u306f\u672a\u6d3b\u7528\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5fb4\u91cf\uff08<code>game_stage<\/code>\u3001<code>team_a<\/code>\u3001<code>team_b<\/code>\uff09\u3092\u4f5c\u308a\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u518d\u5b66\u7fd2\u3057\u3001MLflow\u306b\u767b\u9332\u3057\u305f\u3002\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306e\u30ea\u30cd\u30fc\u30b8\u3092\u6301\u3064\u305f\u3081\u3001<strong>\u524d\u30e2\u30c7\u30eb\u3068\u540c\u3058\u8a55\u4fa1\u57fa\u6e96\u3092\u518d\u5229\u7528<\/strong>\u3057\u3066\u7cbe\u5ea6\u3092\u78ba\u8a8d\u3059\u308b\u3002\u7d50\u679c\u306f <strong>2026\u306e\u30ce\u30c3\u30af\u30a2\u30a6\u30c8holdout\uff08\u5b66\u7fd2\u306b\u4f7f\u308f\u305a\u8a55\u4fa1\u7528\u306b\u53d6\u308a\u5206\u3051\u305f\u691c\u8a3c\u30c7\u30fc\u30bf\u300172\u8a66\u5408\uff09\u3067MAPE\uff08\u5e73\u5747\u7d76\u5bfe\u30d1\u30fc\u30bb\u30f3\u30c8\u8aa4\u5dee\uff097.8%\u21924.5%\u3001MAE\uff08\u5e73\u5747\u7d76\u5bfe\u8aa4\u5dee\uff092,864\u21922,040\u30c1\u30b1\u30c3\u30c8<\/strong>\u3002\u95be\u50245%\u3092\u4e0b\u56de\u308a\u3001<code>bricksports_tournament<\/code> \u306eversion 2\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u305f\u3002Amber\u6c0f\u306f\u8a55\u4fa1\u3092\u81ea\u5206\u306e\u76ee\u3067\u78ba\u8a8d\u3057\u3001<strong>\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u5c11\u91cf\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u30c7\u30d7\u30ed\u30a4<\/strong>\u2014\u2014AI Gateway\u3067\u306fversion 1\u306b90%\u3001version 2\u306b10%\u306e\u30ab\u30ca\u30ea\u30a2\u914d\u4fe1\u304c\u7d44\u307e\u308c\u305f\u3002\u672c\u6765\u306a\u3089\u6570\u6642\u9593\u304b\u3089\u6570\u65e5\u306e\u30c1\u30fc\u30e0\u6a2a\u65ad\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u304c\u3001\u6700\u5c0f\u306e\u6df7\u4e71\u3067\u89e3\u6c7a\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bML\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u5230\u6765\u2014\u2014\u30eb\u30fc\u30d7\u306f\u81ea\u8d70\u3057\u3001\u30c1\u30fc\u30e0\u304c\u6307\u63ee\u3092\u57f7\u308b<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1270\" height=\"708\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-8.jpg\" alt=\"\u300cAgentic ML Engineering is here\u300d\u306e\u307e\u3068\u3081\u30b9\u30e9\u30a4\u30c9\u3002AI Runtime\uff08\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5b66\u7fd2\u5bfe\u5fdc\uff09\u304cPublic Preview\u3001Genie Code for ML\u304cgenerally available\u3001Genie ZeroOps for ML\u304ccoming soon\u3068\u63d0\u793a\u3055\u308c\u308b\" class=\"wp-image-9074\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-8.jpg 1270w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-8-300x167.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-8-1024x571.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/dais2026-agentic-ml-genie-8-768x428.jpg 768w\" sizes=\"(max-width: 1270px) 100vw, 1270px\" \/><figcaption class=\"wp-element-caption\">\u300cAgentic ML Engineering is here\u300d\u306e\u307e\u3068\u3081\u30b9\u30e9\u30a4\u30c9\u3002AI Runtime\uff08\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5b66\u7fd2\u5bfe\u5fdc\uff09\u304cPublic Preview\u3001Genie Code for ML\u304cgenerally available\u3001Genie ZeroOps for ML\u304ccoming soon\u3068\u63d0\u793a\u3055\u308c\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u8b1b\u6f14\u306f\u4e09\u3064\u306e\u767a\u8868\u306b\u96c6\u7d04\u3055\u308c\u305f\u3002<strong>AI Runtime<\/strong>\uff08\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5b66\u7fd2\u5bfe\u5fdc\uff09\u306f<strong>Public Preview<\/strong>\u2014\u2014\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9GPU\u3067\u6df1\u5c64\u5b66\u7fd2\u3084LLM\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002<strong>Genie Code for ML<\/strong>\u306f<strong>\u4e00\u822c\u63d0\u4f9b\uff08generally available\uff09<\/strong>\u2014\u2014\u3044\u307e\u624b\u5143\u306eGenie Code\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u4eca\u65e5\u304b\u3089\u4f7f\u3048\u308b\u3002<strong>Genie ZeroOps for ML<\/strong>\u306f<strong>\u3053\u306e\u590f\uff08coming soon\uff09<\/strong>\u3060\u3002<\/p>\n\n\n\n<p>Data \u2192 Features \u2192 Training \u2192 Evaluation \u2192 Deployment \u2192 Monitoring\u306e\u30eb\u30fc\u30d7\u306f\u5916\u5468\u3092\u81ea\u52d5\u3067\u56de\u308b\u3002\u69cb\u7bc9\u5074\u3092 <strong>Genie Code<\/strong>\u304c\u3001\u904b\u7528\u5074\u3092 <strong>Genie ZeroOps<\/strong>\u304c\u62c5\u3044\u3001\u30c1\u30fc\u30e0\u306f\u6307\u63ee\u3092\u57f7\u308b\u7acb\u5834\u306b\u7acb\u3064\u3002\u300c100\u500d\u306e\u30e2\u30c7\u30eb\u306b\u306f100\u500d\u306e\u8907\u96d1\u6027\u304c\u4f34\u3046\u3002\u30c1\u30fc\u30e0\u3092\u305d\u3053\u304b\u3089\u5b88\u308b\u3053\u3068\u3053\u305d\u6a5f\u4f1a\u3060\u300d\u3068Amber\u6c0f\u306f\u8a00\u3046\u3002Mike\u6c0f\u306f\u300c<strong>ML\u3092100\u500d\u306b\u3059\u308b\u6642\u4ee3<\/strong>\u306b\u5165\u3063\u305f\u300d\u3068\u7de0\u3081\u304f\u304f\u3063\u305f\u3002\u8ce2\u3044\u5224\u65ad\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u3042\u3089\u3086\u308b\u610f\u601d\u6c7a\u5b9a\u306b\u884c\u304d\u6e21\u3089\u305b\u308b\u2014\u2014\u305d\u306e\u5922\u306b\u3001\u3088\u3046\u3084\u304f\u30a4\u30f3\u30d5\u30e9\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8ffd\u3044\u3064\u3044\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u62bc\u3055\u3048\u3069\u3053\u308d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ML\u306e\u81ea\u52d5\u5316\u306f\u30c7\u30fc\u30bf\u306e\u554f\u984c\u3067\u3042\u308a\u3001\u305d\u308c\u3092\u99c6\u52d5\u3067\u304d\u308b\u6280\u8853\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060\u3051\u2014\u2014\u3068\u3044\u3046\u306e\u304c\u51fa\u767a\u70b9\u3002\u58c1\u306f\u300c\u6b63\u3057\u3044\u30a4\u30f3\u30d5\u30e9\u3092\u6301\u3064\u4f01\u696d\u304c\u5c11\u306a\u3044\u3053\u3068\u300d\u3068\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4e0e\u3048\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u306a\u3044\u3053\u3068\u300d\u306e\u4e8c\u3064\u3002<\/li>\n\n\n\n<li>Databricks\u306f\u30b9\u30bf\u30c3\u30af\u3092<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5bfe\u5fdc<\/strong>\u306b\u3057\u305f\u3002<strong>\u3059\u3079\u3066\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\uff0f\u5358\u4e00\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u9589\u3058\u305f\u30eb\u30fc\u30d7\uff0f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30ac\u30d0\u30ca\u30f3\u30b9<\/strong>\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u307e\u3067\u7d71\u5236\uff09\u304c\u67f1\u3002<\/li>\n\n\n\n<li><strong>AI Runtime<\/strong>\uff08Public Preview\uff09\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6df1\u5c64\u5b66\u7fd2\u5411\u3051\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9GPU\u3002\u524d\u6255\u3044\u30b3\u30df\u30c3\u30c8\u4e0d\u8981\u3067\u3001\u65b0\u305f\u306b<strong>\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5b66\u7fd2<\/strong>\u306b\u5bfe\u5fdc\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>Genie Code for ML<\/strong>\uff08\u4e00\u822c\u63d0\u4f9b\uff09\u306f<strong>Genie Ontology<\/strong>\u3067\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5f97\u3066\u3001\u30c1\u30fc\u30e0\u306e\u30d1\u30bf\u30fc\u30f3\u30fb\u5b66\u7fd2\u30b9\u30af\u30ea\u30d7\u30c8\u30fb\u8a55\u4fa1\u57fa\u6e96\u3092\u518d\u5229\u7528\u3059\u308b\u3002Danfoss\u306f\u751f\u30c7\u30fc\u30bf\u304b\u3089\u672c\u756a\u30b5\u30fc\u30d3\u30f3\u30b0\u307e\u3067<strong>90\u5206<\/strong>\u3067\u69cb\u7bc9\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>Genie ZeroOps for ML<\/strong>\uff08\u3053\u306e\u590f\uff09\u306f\u554f\u984c\u3067\u306f\u306a\u304f\u89e3\u6c7a\u7b56\u3092\u6301\u3063\u3066\u304f\u308b\u904b\u7528\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002\u30c7\u30e2\u3067\u306f\u6b20\u843d\u7279\u5fb4\u91cf\uff08game_stage\uff09\u3092\u81ea\u5f8b\u3067\u7a81\u304d\u6b62\u3081\u3001\u518d\u5b66\u7fd2\u3067MAPE\u3092<strong>7.8%\u21924.5%<\/strong>\u306b\u6539\u5584\u3057\u3001\u627f\u8a8d\u3092\u7d4c\u3066\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u30ab\u30ca\u30ea\u30a2\u30c7\u30d7\u30ed\u30a4\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u30c7\u30e2\u3067\u5149\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u672c\u756a\u306e\u30eb\u30fc\u30d7\u3092\u4e38\u3054\u3068\u56de\u3057\u7d9a\u3051\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u3002<strong>\u30eb\u30fc\u30d7\u306f\u81ea\u8d70\u3057\u3001\u30c1\u30fc\u30e0\u304c\u6307\u63ee\u3092\u57f7\u308b<\/strong>\u2014\u2014agentic ML\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u3053\u3053\u304b\u3089\u59cb\u307e\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data + AI Summit 2026 Day2\u57fa\u8abf\u8b1b\u6f14\u30ec\u30dd\u30fc\u30c8\u3002ML\u3092\u81ea\u52d5\u5316\u3059\u308b\u552f\u4e00\u306e\u9053\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3060\u3068\u3044\u3046\u4e3b\u5f35\u304b\u3089\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9GPU\u306eAI Runtime\u3001\u672c\u756aML\u5de5\u5b66\u306eGenie Code for ML\u3001ML\u30b7\u30b9\u30c6\u30e0\u3092\u904b\u7528\u3059\u308bGenie ZeroOps for ML\u307e\u3067\u3002\u5d29\u308c\u305f\u30c1\u30b1\u30c3\u30c8\u9700\u8981\u4e88\u6e2c\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u5f8b\u3067\u76f4\u3059\u30c7\u30e2\u3068\u3068\u3082\u306b\u8aad\u307f\u89e3\u304f\u3002<\/p>\n","protected":false},"author":24,"featured_media":9075,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1245,1251],"tags":[1368,1341,774,1068,173,1369,419],"class_list":["post-9076","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agent","category-data-analysis","tag-airuntime","tag-dataaisummit2026","tag-databricks","tag-genie","tag-mlops","tag-serverlessgpu","tag-419"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/9076","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=9076"}],"version-history":[{"count":2,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/9076\/revisions"}],"predecessor-version":[{"id":9119,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/9076\/revisions\/9119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/9075"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=9076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=9076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=9076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}