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RAM", "tags": [], "slug": "japan-s-aisin-develops-new-type-of-ai-chip-that-cuts-energy-7ac227", "signals": ["Chips & compute"]}}, {"theme": "MCP, skills & tools", "japan": {"source": "Google Developers Blog", "region": "Labs", "kind": "news", "lang": "en", "title": "Hill-Climbing Agent Quality with Agents CLI Evaluation", "title_ja": null, "link": "https://developers.googleblog.com/hill-climbing-agent-quality-with-agents-cli-evaluation/", "date": "2026-11-04T00:30:13.146Z", "image": "https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/1_3.2e16d0ba.fill-1200x600.png", "summary": "This post walks through the Agents CLI evaluation loop for systematically improving agent performance through continuous testing and grading.", "tags": [], "slug": "hill-climbing-agent-quality-with-agents-cli-evaluation-2a8d97", "signals": ["Agents & vibe coding", "MCP, skills & tools", "Research", "Funding & deals"]}, "world": {"source": "Qiita (LLM)", "region": "Japan", "kind": "news", "lang": "ja", "title": "LLMのTool Calling（Function Calling）失敗パターンと改善プラクティス", "title_ja": "LLMのTool Calling（Function Calling）失敗パターンと改善プラクティス", "link": "https://qiita.com/blinkgroup_jp/items/a2167e1390ec966f4e03", "date": "2026-11-04T00:22:08Z", "image": "https://qiita-user-contents.imgix.net/https%3A%2F%2Fqiita-user-contents.imgix.net%2Fhttps%253A%252F%252Fcdn.qiita.com%252Fassets%252Fpublic%252Farticle-ogp-background-afbab5eb44e0b055cce1258705637a91.png%3Fixlib%3Drb-4.1.1%26w%3D1200%26blend64%3DaHR0cHM6Ly9xaWl0YS11c2VyLXByb2ZpbGUtaW1hZ2VzLmltZ2l4Lm5ldC9odHRwcyUzQSUyRiUyRnMzLWFwLW5vcnRoZWFzdC0xLmFtYXpvbmF3cy5jb20lMkZxaWl0YS1pbWFnZS1zdG9yZSUyRjAlMkY0NDcyNTc2JTJGNDBiZTViMjA3MmFhYWE2NjMwOTEyMjJjZWZkZTNlOGJiYzFmMjYxYyUyRnhfbGFyZ2UucG5nJTNGMTc4NDc5MzM0Nz9peGxpYj1yYi00LjEuMSZhcj0xJTNBMSZmaXQ9Y3JvcCZtYXNrPWVsbGlwc2UmYmc9RkZGRkZGJmZtPXBuZzMyJnM9ZjY0OGY3MTdiMDMzYjY1Y2EzZWMxYWI4MTgzNWNmNjM%26blend-x%3D120%26blend-y%3D467%26blend-w%3D82%26blend-h%3D82%26blend-mode%3Dnormal%26s%3D9b1bf1d9cc7ed2925bc924055a22dd24?ixlib=rb-4.1.1&w=1200&fm=jpg&mark64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjEuMSZ3PTk2MCZoPTMyNCZ0eHQ9TExNJUUzJTgxJUFFVG9vbCUyMENhbGxpbmclRUYlQkMlODhGdW5jdGlvbiUyMENhbGxpbmclRUYlQkMlODklRTUlQTQlQjElRTYlOTUlOTclRTMlODMlOTElRTMlODIlQkYlRTMlODMlQkMlRTMlODMlQjMlRTMlODElQTglRTYlOTQlQjklRTUlOTYlODQlRTMlODMlOTclRTMlODMlQTklRTMlODIlQUYlRTMlODMlODYlRTMlODIlQTMlRTMlODIlQjkmdHh0LWFsaWduPWxlZnQlMkN0b3AmdHh0LWNvbG9yPSUyMzFFMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT01NiZ0eHQtcGFkPTAmcz1mMzM1YjgzMzYxMzhkMDdkMWZlZWJiYWNjZjQyNmUzZA&mark-x=120&mark-y=112&blend64=aHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjEuMSZ3PTgzOCZoPTU4JnR4dD0lNDBibGlua2dyb3VwX2pwJnR4dC1jb2xvcj0lMjMxRTIxMjEmdHh0LWZvbnQ9SGlyYWdpbm8lMjBTYW5zJTIwVzYmdHh0LXNpemU9MzYmdHh0LXBhZD0wJnM9N2UwY2VjMTdkOTNhNjYyZDZhZTc4NzU5ZWQwY2NhYWM&blend-x=242&blend-y=480&blend-w=838&blend-h=46&blend-fit=crop&blend-crop=left%2Cbottom&blend-mode=normal&s=7d90092c191029d3666d86ed58c311e8", "summary": "はじめに LLM（大規模言語モデル）を活用したAIエージェント構築において、Tool Calling（Function Calling）は外部システムとの連携や動的な処理を実行するための核となる技術です。しかし、本番環境や複雑なタスクにおいて「モデルがツールを呼び出してく...", "tags": [], "slug": "llmtool-calling-function-calling-c91b5b", "signals": ["MCP, skills & tools"]}}, {"theme": "Languages & runtimes", "japan": {"source": "AWS Machine Learning", "region": "Labs", "kind": "news", "lang": "en", "title": "Preview web apps live as your coding agent builds them with Amazon Bedrock AgentCore runtime", "title_ja": null, "link": "https://aws.amazon.com/blogs/machine-learning/preview-web-apps-live-as-your-coding-agent-builds-them-with-amazon-bedrock-agentcore-runtime/", "date": "2026-10-30T21:40:03Z", "image": "https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/10/28/ML-22062-featured-image.png", "summary": "Coding agents now build working web apps: a dashboard, a product page, a prototype that a product team wants to try.", "tags": [], "slug": "preview-web-apps-live-as-your-coding-agent-builds-them-with-168738", "signals": ["Agents & vibe coding", "Languages & runtimes"]}, "world": {"source": "Lobsters", "region": "GitHub", "kind": "news", "lang": "en", "title": "Gist of Go: Concurrency", "title_ja": null, "link": "https://antonz.org/go-concurrency/", "date": "2026-11-03T23:05:03Z", "image": "https://antonz.org/go-concurrency/cover.png", "summary": "This seems like a well executed mini-course on concurrency in Go. I'd love to hear where it might be out of date or otherwise steering me wrong, as well as pointers to other good resources.…", "tags": ["go"], "slug": "gist-of-go-concurrency-4e05e7", "signals": ["Languages & runtimes"]}}, {"theme": "Research", "japan": {"source": "Google Developers Blog", "region": "Labs", "kind": "news", "lang": "en", "title": "Evaluating AI agents: moving past the vibe check", "title_ja": null, "link": "https://developers.googleblog.com/evaluating-ai-agents-moving-past-the-vibe-check/", "date": "2026-11-04T00:30:13.146Z", "image": "https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/evaluating-ai-agents-banner-1600x.2e16d0ba.fill-1200x600.png", "summary": "A practical engineering guide and reference architecture for establishing continuous evaluation pipelines for multi-turn AI agents using Gemini Enterprise Agent Platform, Google ADK, and…", "tags": [], "slug": "evaluating-ai-agents-moving-past-the-vibe-check-663dce", "signals": ["Agents & vibe coding", "Research"]}, "world": {"source": "Zenn (AI)", "region": "Japan", "kind": "news", "lang": "ja", "title": "DeepEval を「道具」で終わらせない — 継続的な企業 Gold Dataset の作り方", "title_ja": "DeepEval を「道具」で終わらせない — 継続的な企業 Gold Dataset の作り方", "link": "https://zenn.dev/sscodeai/articles/deepeval-enterprise-gold-dataset", "date": "2026-11-03T15:34:25Z", "image": "https://res.cloudinary.com/zenn/image/upload/s--9YhLvDib--/c_fit%2Cg_north_west%2Cl_text:notosansjp-medium.otf_55:DeepEval%2520%25E3%2582%2592%25E3%2580%258C%25E9%2581%2593%25E5%2585%25B7%25E3%2580%258D%25E3%2581%25A7%25E7%25B5%2582%25E3%2582%258F%25E3%2582%2589%25E3%2581%259B%25E3%2581%25AA%25E3%2581%2584%2520%25E2%2580%2594%2520%25E7%25B6%2599%25E7%25B6%259A%25E7%259A%2584%25E3%2581%25AA%25E4%25BC%2581%25E6%25A5%25AD%2520Gold%2520Dataset%2520%25E3%2581%25AE%25E4%25BD%259C%25E3%2582%258A%25E6%2596%25B9%2Cw_1010%2Cx_90%2Cy_100/g_south_west%2Cl_text:notosansjp-medium.otf_37:SS%2Cx_203%2Cy_121/g_south_west%2Ch_90%2Cl_fetch:aHR0cHM6Ly9zdGF0aWMuemVubi5zdHVkaW8vdXNlci11cGxvYWQvYXZhdGFyLzliZmZhNDM5NjkuanBlZw==%2Cr_max%2Cw_90%2Cx_87%2Cy_95/v1627283836/default/og-base-w1200-v2.png?_a=BACMTiAE", "summary": "対象: LLM アプリの評価を社内に定着させたい開発者・EM・QA 検証環境: Python 3.12 / deepeval 4.3.2 / 決定論的メトリクスは API キーなしで実行 · 2026-11 本記事の立場: 公開 OSS のコードを読み、手元で実際に動かして確認した範囲だけを書いています。ベンダーの意図やロードマップを示すものではありません。", "tags": [], "slug": "deepeval-gold-dataset-a5c178", "signals": ["Research"]}}, {"theme": "Funding & deals", "japan": {"source": "The Robot Report", "region": "Research", "kind": "news", "lang": "en", "title": "Tutor Intelligence raises Series B to scale model training, robot deployments", "title_ja": null, "link": "https://www.therobotreport.com/tutor-intelligence-raises-series-b-to-scale-model-training-robot-deployments/", "date": "2026-11-02T19:25:59Z", "image": "https://www.therobotreport.com/wp-content/uploads/2026/11/Tutor_Sonny.jpg", "summary": "Tutor trains its Sonny robot on real-world manipulation tasks. Credit: Eugene Demaitre Real-world data, human “tutors,” and simulation are all part of the recipe for training AI models to enable…", "tags": [], "slug": "tutor-intelligence-raises-series-b-to-scale-model-training-r-560a9e", "signals": ["Funding & deals", "Robotics & physical AI"]}, "world": {"source": "Nikkei Asia Technology", "region": "Japan", "kind": "news", "lang": "en", "title": "Grab eyes more AI investment after Taiwan deal blocked", "title_ja": null, "link": "https://asia.nikkei.com/business/technology/grab-eyes-more-ai-investment-after-taiwan-deal-blocked", "date": "2026-11-04T00:30:13.146Z", "image": "https://images.ft.com/v3/image/raw/https%3A%2F%2Fcms-image-bucket-productionv3-ap-northeast-1-a7d2.s3.ap-northeast-1.amazonaws.com%2Fimages%2F2%2F0%2F0%2F9%2F13389002-2-eng-GB%2F74e24c6a5eed-20260629-1N9A0924_Photo-by-Ken-Kobayashi.jpg?fit=cover&gravity=faces&dpr=2&quality=medium&source=nar-cms&format=jpg&width=1260&height=630", "summary": "CFO says no other deals 'on the horizon' outside Southeast Asia", "tags": [], "slug": "grab-eyes-more-ai-investment-after-taiwan-deal-blocked-b3e746", "signals": ["Funding & deals"]}}], "editorial": {}, "lead": {"trend": "Funding & deals", "mentions": 78, "delta": 46, "stories": [{"source": "Google Developers Blog", "region": "Labs", "kind": "news", "lang": "en", "title": "Hill-Climbing Agent Quality with Agents CLI Evaluation", "title_ja": null, "link": "https://developers.googleblog.com/hill-climbing-agent-quality-with-agents-cli-evaluation/", "date": "2026-11-04T00:30:13.146Z", "image": "https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/1_3.2e16d0ba.fill-1200x600.png", "summary": "This post walks through the Agents CLI evaluation loop for systematically improving agent performance through continuous testing and grading.", "tags": [], "slug": "hill-climbing-agent-quality-with-agents-cli-evaluation-2a8d97", "signals": ["Agents & vibe coding", "MCP, skills & tools", "Research", "Funding & deals"]}, {"source": "Nikkei Asia Technology", "region": "Japan", "kind": "news", "lang": "en", "title": "Grab eyes more AI investment after Taiwan deal blocked", "title_ja": null, "link": "https://asia.nikkei.com/business/technology/grab-eyes-more-ai-investment-after-taiwan-deal-blocked", "date": "2026-11-04T00:30:13.146Z", "image": "https://images.ft.com/v3/image/raw/https%3A%2F%2Fcms-image-bucket-productionv3-ap-northeast-1-a7d2.s3.ap-northeast-1.amazonaws.com%2Fimages%2F2%2F0%2F0%2F9%2F13389002-2-eng-GB%2F74e24c6a5eed-20260629-1N9A0924_Photo-by-Ken-Kobayashi.jpg?fit=cover&gravity=faces&dpr=2&quality=medium&source=nar-cms&format=jpg&width=1260&height=630", "summary": "CFO says no other deals 'on the horizon' outside Southeast Asia", "tags": [], "slug": "grab-eyes-more-ai-investment-after-taiwan-deal-blocked-b3e746", "signals": ["Funding & deals"]}, {"source": "SiliconANGLE", "region": "Valley", "kind": "news", "lang": "en", "title": "CrowdStrike to acquire cybersecurity startups Fiddler AI, Dreadnode for reported $495M", "title_ja": null, "link": "https://siliconangle.com/2026/11/03/crowdstrike-to-acquire-cybersecurity-startups-fiddler-ai-dreadnode-for-reported-495m/", "date": "2026-11-03T23:31:14Z", "image": "https://images.siliconangle.com/blogs.dir/1/files/2026/11/crowdstrike2023-scaled.jpg", "summary": "CrowdStrike Holdings Inc. today disclosed plans to buy Fiddler AI Inc. and Dreadnode Inc., two startups that specialize in securing artificial intelligence agents.", "tags": ["NASDAQ:CRWD"], "slug": "crowdstrike-to-acquire-cybersecurity-startups-fiddler-ai-dre-5815e1", "signals": ["Funding & deals"]}]}, "japan": {"events": [{"name": "Apple event: Surprise and Shine", "venue": "Apple Park", "city": "Cupertino", "region": "Valley", "start": "2026-09-09", "end": "2026-09-09", "url": "https://www.apple.com/apple-events/", "kind": "keynote", "note": "10 a.m. Pacific. iPhone 18 Pro, the folding iPhone and the watches; the on-device AI story is the part this magazine watches."}, {"name": "Tokyo Game Show 2026", "venue": "Makuhari Messe", "city": "Chiba", "region": "Japan", "start": "2026-09-17", "end": "2026-09-21", "url": "https://tgs.cesa.or.jp/2026/en", "kind": "expo", "note": "Five days this year, the longest in its history; business days first, public days from Saturday 19."}, {"name": "Meta Connect 2026", "venue": "Meta campus", "city": "Menlo Park", "region": "Valley", "start": "2026-09-23", "end": "2026-09-24", "url": "https://www.meta.com/connect/", "kind": "keynote", "note": "Keynote 4 pm Pacific on the 23rd; glasses, Quest and Meta AI. Livestream is free."}, {"name": "OpenAI DevDay 2026", "venue": "Fort Mason", "city": "San Francisco", "region": "Valley", "start": "2026-09-29", "end": "2026-09-29", "url": "https://devday.openai.com/", "kind": "conference", "note": "OpenAI's developer day, followed by DevDay Exchanges in eight cities including Tokyo and Seoul."}, {"name": "TechCrunch Disrupt 2026", "venue": "Moscone West", "city": "San Francisco", "region": "Valley", "start": "2026-10-13", "end": "2026-10-15", "url": "https://techcrunch.com/events/tc-disrupt-2026/", "kind": "conference", "note": "The Valley's start-up fair: launch stage, AI founders, the year's investors on one floor."}, {"name": "CEATEC 2026", "venue": "Makuhari Messe", "city": "Chiba", "region": "Japan", "start": "2026-10-13", "end": "2026-10-16", "url": "https://www.ceatec.com/en/", "kind": "expo", "note": "Japan's digital-industry show, this year alongside Japan Mobility Show Bizweek. Free with registration."}, {"name": "GitHub Universe 2026", "venue": "Fort Mason Center", "city": "San Francisco", "region": "Valley", "start": "2026-10-28", "end": "2026-10-29", "url": "https://githubuniverse.com/", "kind": "conference", "note": "GitHub's developer conference; Copilot, agents and the platform roadmap. Virtual pass is free."}, {"name": "Web Summit 2026", "venue": "MEO Arena", "city": "Lisbon", "region": "Europe", "start": "2026-11-09", "end": "2026-11-12", "url": "https://websummit.com/web-summit-2026/", "kind": "conference", "note": "Europe's largest tech gathering; AI dominates the centre stage."}, {"name": "Microsoft Ignite 2026", "venue": "Moscone Center", "city": "San Francisco", "region": "Valley", "start": "2026-11-17", "end": "2026-11-20", "url": "https://ignite.microsoft.com/", "kind": "conference", "note": "Copilot, Azure and the enterprise agent stack. Keynotes stream free."}, {"name": "Slush 2026", "venue": "Messukeskus", "city": "Helsinki", "region": "Europe", "start": "2026-11-18", "end": "2026-11-19", "url": "https://slush.org/", "kind": "conference", "note": "Founders and investors in the Nordic dark; the most European room in the calendar."}, {"name": "AWS re:Invent 2026", "venue": "The Venetian and the Strip", "city": "Las Vegas", "region": "Valley", "start": "2026-11-30", "end": "2026-12-04", "url": "https://aws.amazon.com/events/reinvent/", "kind": "conference", "note": "Amazon's cloud week: Bedrock, Trainium, the year's model partnerships."}, {"name": "NeurIPS 2026", "venue": "International Convention Centre", "city": "Sydney", "region": "Research", "start": "2026-12-06", "end": "2026-12-12", "url": "https://neurips.cc/Conferences/2026", "kind": "conference", "note": "The research field's main stage, with satellites in Atlanta (8–13 Dec) and Paris (9–13 Dec)."}, {"name": "NVIDIA GTC 2027", "venue": "San Jose McEnery Convention Center", "city": "San Jose", "region": "Valley", "start": "2027-03-14", "end": "2027-03-18", "url": "https://www.nvidia.com/en-us/gtc/", "kind": "conference", "note": "The chip keynote the whole industry schedules around."}], "trends": [], "web": []}, "playlists": [{"time": "", "day": "", "mood": "Builders", "title": "Latent Space: The AI Engineer Podcast", "by": "swyx & Alessio", "note": "The people shipping the models and the tools, in their own words. Start here.", "url": "https://open.spotify.com/show/2p7zZVwVF6Yk0Zsb4QmT7t"}, {"time": "", "day": "", "mood": "Long form", "title": "Dwarkesh Podcast", "by": "Dwarkesh Patel", "note": "Three hours with the person who actually knows. Karpathy, Sutskever, the historians of scaling.", "url": "https://open.spotify.com/show/4JH4tybY1zX6e5hjCwU6gF"}, {"time": "", "day": "", "mood": "Investors", "title": "No Priors", "by": "Sarah Guo & Elad Gil", "note": "How the money reads the technology. Sharper than it sounds.", "url": "https://open.spotify.com/show/0O65xhqvGVhpgdIrrdlEYk"}, {"time": "", "day": "", "mood": "The week", "title": "Hard Fork", "by": "The New York Times", "note": "Kevin Roose and Casey Newton on the week the Valley had. 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