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Report 2026-07-16 170 sources Input Tokens: 115,899 · Output Tokens: 4,500 · Total Tokens: 122,031

AI 戰情報告 (2026-07-16)

openaianthropictsmcxaithinking machinesapplealibabagoogle inklinggpt-redqwenclaude-4grok-buildorbital agentphysical-aix402sovereign-aion-device-airobotics

AI 戰情報告 (2026-07-16)

昨日 AI 重點新聞

Thinking Machines 發表首款旗艦開源模型 Inkling ref-33, ref-155, ref-79

由前 OpenAI 技術長 Mira Murati 創立的 Thinking Machines 發表其首款模型 Inkling。這是一款具備 9,750 億參數 的混合專家模型 (MoE),搭載 100 萬上下文窗口,並能原生處理文本、影像、音訊與影片。此外也同步推出適合邊緣運算的 Inkling-Small (12B),強調低延遲與低成本優勢。

OpenAI 發表 GPT-Red 自動化紅隊測試模型 ref-16, ref-159, ref-30

OpenAI 發表專為資安設計的 GPT-Red。該模型透過「自我對抗」機制,在虛擬 dojo 環境中模擬網頁瀏覽、郵件讀取與代碼編輯,自動尋找提示注入 (Prompt Injection) 與「偽造思維鏈」等新型攻擊路徑。實驗證明其挖掘漏洞的效率已超越人類專家。

xAI 緊急開源 Grok Build 以平息隱私爭議 ref-5, ref-32, ref-60

針對 Grok Build 被爆未經授權上傳用戶整個 Git 儲存庫 的事件,Elon Musk 宣布將該工具以 Apache 2.0 協議開源。Musk 承諾已刪除所有先前上傳的數據,並讓 Grok Build 支持完全 在地化 (Local-first) 運行,用戶可自行編譯並串接私有推理節點。

Linux 基金會啟動 X402:AI 代理支付新標準 ref-14, ref-64

Linux 基金會 正式啟動 X402 基金會,標準化原本由 Coinbase 與 Cloudflare 開發的互聯網原生支付協定。X402 允許 AI 代理透過 HTTP 請求與 穩定幣錢包 對接,實現「按次計費」的機器對機器交易,免除人類手動註冊與密鑰管理的負擔。

OpenAI 推出首款硬體產品 Codex Micro ref-31, ref-158, ref-5, ref-74

OpenAI 與 Work Louder 合作推出售價 230 美元 的 Codex Micro 機械小鍵盤。其特色在於內建 「代理燈效鍵」,能以不同顏色標示代理的狀態(如藍色代表思考、紅色代表錯誤),並設有撥輪與專屬按鍵,讓用戶能快速切換任務、核准或拒絕 AI 代理的建議代碼。

Apple Intelligence 在中國獲得准入並將搭載阿里 Qwen 模型 ref-37, ref-152

Apple 在中國的 AI 布局取得重大突破,其 Apple Intelligence 服務已獲准在華啟動。為符合地緣法規要求,中國版的 Apple AI 將整合 阿里巴巴 的 通義千問 (Qwen) 模型,取代部分 Google 或 OpenAI 的雲端功能。

TSMC 第二季淨利增長 77.4% 創紀錄 ref-167, ref-54

受惠於全球對 AI 晶片 的瘋狂需求,TSMC 報告 Q2 營收達 394.5 億美元,淨利潤驚人成長 77.4%。財報顯示,7nm 或更先進製程 佔其晶圓總營收的 77%,進一步鞏固其在 HPC 與 AI 運算的壟斷地位。

Google 發表 Agent Substrate:代理專用的運算調度層 ref-143

Google 指出 Kubernetes 的設計初衷不適合 AI 代理「長期休眠、突發運行」的特性,因此推出 Agent Substrate。該系統具備「快照與還原 (Snapshot/Restore)」功能,能將閒置代理的狀態存入磁碟,在需要時於毫秒間喚醒,大幅提升資源利用率。

垂直領域 AI 興起:能源與建築業專用模型獲大額注資 ref-29, ref-149, ref-125

倫敦 Applied Computing 融資 1,740 萬歐元 開發能源工業專用的 Orbital 模型;同時芬蘭 Hyperion Robotics 獲 640 萬歐元 推廣「物理 AI」建築技術,目標是利用 3D 列印將基礎設施碳排降低 70%。

Stripe 擬斥資 530 億美元收購 PayPal ref-86

支付巨頭 Stripe 與私募股權公司 Advent 合作,提出以超過 530 億美元 價格收購 PayPal 的初步方案。若交易達成,這將成為近年來最大的科技併購案之一,並進一步將 AI 代理自動化支付整合進全球電子商務底座。


市場洞察

1. 「物理 AI (Physical AI)」將成為垂直領域的新戰場 ( ) ref-29, ref-124, ref-149

延續前幾日對 AI 基礎設施的討論,今日 Applied Computing 與 Hyperion Robotics 的融資顯示,AI 的重心正從純文字生成轉向具備物理感知與化學工程能力的領域。這類「垂直基礎模型」不再追求廣度,而是追求在特定物理約束(如能源產出、建築負重)下的極致效率。這意味著「特定領域數據」的價值將超越通用數據。

2. 代理經濟 (Agentic Economy) 的金融基礎設施正式成形 ( ) ref-86, ref-31, ref-67

X402 協定 的標準化是 AI 進化的一個重要里程碑。當代理不再只是聊天機器人,而是具備支付能力的獨立經濟體時,傳統的 API 帳號制將崩潰。結合 Stripe 併購 PayPal 的傳聞,未來的金融體系將優先為「機器與機器之間的交易 (M2M Payments)」進行優化,推動亞美分級別的微支付普及。

3. 算力與硬體的「在地化」與「實體化」趨勢 ( ) ref-158, ref-5, ref-31, ref-146

從 Mira Murati 推出能跑在手機上的 Inkling-Small,到 OpenAI 發布實體控制鍵盤 Codex Micro,以及 xAI 的在地推理承諾,顯示 AI 正在「去雲端化」。用戶對於數據掌控權與操作即時性的要求,正逼近雲端模型的延遲極限。On-device AI 不再是附庸,而是正成為開發者與用戶爭奪「數據主權」的核心工具。

4. 軟體運行時 (Runtime) 的正規軍革命 ( ) ref-11, ref-149

Google 提出 Agent Substrate 標誌著 AI 代理已成為一種全新的計算負載類型,現有的容器技術 (Docker/K8s) 已不敷使用。Anaconda 收購 Kilo 則顯示出企業對「模型無關 (Model Agnostic)」調度工具的渴求。未來企業競爭的關鍵將不在於使用哪款模型,而在於誰能更有效率地管理與調度上千個異質代理的生命週期。

Sources 170 items
ref-0 Hacker News Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU ref-1 Hacker News Show HN: Firefox in WebAssembly ref-2 Hacker News Governments, companies, nonprofits should invest in free, open source AI [pdf] ref-3 Hacker News Briar is in maintenance mode ref-4 Hacker News Show HN: misa77 - a codec that decodes 2x faster than LZ4 (at better ratios) ref-5 Hacker News Brainless: Shadcn components that look like Claude Code, Codex and Grok ref-6 Hacker News LLM Networking with MikroTik ref-7 Hacker News Stop saying that AI is just a tool and it only matters how it is used ref-8 Hacker News Designing APIs for Agents ref-9 Hacker News The Tokio/Rayon Trap and Why Async/Await Fails Concurrency ref-10 Hacker News Can LLMs Perform Deep Technical Comprehension of Computer Architecture Papers ref-11 Hacker News High-Bandwidth Flash offers efficient storage for model weights ref-12 Hacker News Launch HN: Coasty (YC S26) – An API for computer-use agents ref-13 Hacker News Agentty – A drop-in alternative to claude-code, written in C++26. 11.0 MB binary ref-14 Hacker News Open Source, Free Tier Capable Whispr Using Cloudflare AI ref-15 OpenAI Blog The US is advancing AI safety through state and federal action ref-16 OpenAI Blog GPT-Red: Unlocking Self-Improvement for Robustness ref-17 Google Developers Blog Introducing the Google Colab CLI ref-18 NVIDIA Blog NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI ref-19 NVIDIA Blog NVIDIA and Japan Bring Full-Stack AI and Robotics to Every Industry ref-20 xAI News Grok Build is Now Open Source ref-21 AWS ML Blog Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance ref-22 AWS ML Blog Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers ref-23 AWS ML Blog Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards ref-24 The Rundown AI Demis Hassabis puts a clock on AI oversight ref-25 Latent Space [AINews] Thinky's Inkling: 975B-A41B multimodal, new best American Apache 2.0 open model (with Inkling-Small, 276B-A12B) ref-26 Simon Willison Mermaid to Unicode box art (grok-mermaid) ref-27 Simon Willison xai-org/grok-build, now open source ref-28 Simon Willison How I tricked Claude into leaking your deepest, darkest secrets ref-29 TechCrunch AI Applied Computing wants to give oil and gas operators an AI model for the entire plant ref-30 TechCrunch AI Microsoft is reportedly training salespeople to talk down OpenAI and Anthropic ref-31 TechCrunch AI Amid hardware legal battle, OpenAI releases a $230 keyboard for Codex ref-32 TechCrunch AI SpaceX falls to $135 IPO price ahead of Starship launch ref-33 TechCrunch AI Thinking Machines amps up its bet against one-size-fits-all AI with its first open model, Inkling ref-34 TechCrunch AI Hack suggests AI music generator Suno scraped YouTube for training data ref-35 TechCrunch AI Whatnot acquires Shaped to power real-time live shopping recommendations ref-36 TechCrunch AI Microsoft patches record number of security vulnerabilities, citing its use of AI ref-37 TechCrunch AI Apple Intelligence approved for launch in China with Alibaba’s Qwen AI ref-38 TechCrunch AI Inside Ode with Anthropic, the startup betting AI services are the future of enterprise ref-39 TechCrunch AI Anthropic, Blackstone bet the next trillion-dollar AI business is implementation, not just models ref-40 TechCrunch AI Reelful’s AI turns your camera roll into short-form videos for social media ref-41 TechCrunch AI Rime picks up $24M Series A to help enterprises field customer calls ref-42 TechCrunch AI Indian AI coding startup Emergent becomes a unicorn with $130M Series C ref-43 TechCrunch AI Vint Cerf is working on a plan to unleash AI agents on the open internet ref-44 VentureBeat AI Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents ref-45 The Verge AI xAI sues a man for using Grok to generate CSAM ‘deepfakes’ ref-46 The Verge AI AI slop movies are the new direct-to-video cash grabs ref-47 The Verge AI Suno snatched millions of songs from YouTube, Genius, and Deezer ref-48 The Verge AI OpenAI finally launches hardware… for Codex ref-49 Ars Technica Sheetz is quitting VMware, migrating 11,000 virtual machines ref-50 Ars Technica Windows 0-day drops the same day Microsoft releases record number of patches ref-51 MIT Technology Review AI Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer ref-52 TechMeme A US federal judge rules the State Department engaged in unconstitutional viewpoint discrimination by denying visas to researchers studying misinfo and disinfo (Mike Masnick/Techdirt) ref-53 TechMeme xAI sues a South Carolina man for allegedly using Grok to generate CSAM, in one of the first cases of its kind brought by an AI company against one of its users (Blake Brittain/Reuters) ref-54 TechMeme TSMC reports Q2 revenue up 36% YoY to ~$39.45B, net income up 77.4% YoY to ~$21.9B, both above est., and says chips 7nm or smaller were 77% of its wafer revenue (Jenny Lee/CNBC) ref-55 TechMeme Data center company Csquare raises $1.05B in its US IPO, selling 50M shares at $21 each, below its marketed range of $23 to $27, valuing the company at ~$3.25B (Reuters) ref-56 TechMeme Hyundai says it would make Boston Dynamics a wholly owned subsidiary by acquiring SoftBank's ~10% stake; Hyundai bought an 80% stake in Boston Dynamics in 2021 (Reuters) ref-57 TechMeme Filing: AST SpaceMobile delays the launch of its satellite-to-phone service to 2027 after the Blue Origin mishap and plans to raise $1B in convertible notes (Michael Kan/PCMag) ref-58 TechMeme AI execs are bolstering personal security amid rising AI opposition; Liferaft: digital threats against execs and data centers grew 7x from late February to May (Wall Street Journal) ref-59 TechMeme Filing: Elon Musk quietly bought Jacksonville, FL-based APR Energy, which operates mobile gas and diesel turbines similar to those used in Colossus 2, for ~$1B (Fred Lambert/Electrek) ref-60 TechMeme SpaceXAI open-sources Grok Build under an Apache 2.0 license after the tool had uploaded user repositories to a Google Cloud bucket, causing a severe backlash (Simon Willison/Simon Willison's Weblog) ref-61 TechMeme Cadence unveils AuraStack AI Super Agent, an AI platform for PCB and advanced chip packaging design, with Nvidia, TSMC, and Schneider Electric among early users (Marco Chiappetta/Forbes) ref-62 TechMeme Sources: Microsoft security chief Hayete Gallot, who took over in February, has prioritized AI tools, cut several hundred roles, replaced senior execs, and more (The Information) ref-63 TechMeme Venture funding of fintech startups grew 22.7% YoY in H1 2026 to $28.6B globally, but deal count fell 25.7% and funding fell 17.3% vs. H2 2025's $34.6B funding (Mary Ann Azevedo/Crunchbase News) ref-64 TechMeme Coinbase's Jesse Pollak says Jordan Fish, aka "Cobie", will now lead the Base app team after acknowledging some of Base's bets on social features fell short (Daniel Kuhn/The Block) ref-65 TechMeme SpaceX shares fell for a fourth-straight session on Wednesday, briefly dropping below their $135 IPO price for the first time before closing at $135.27 (Samantha Subin/CNBC) ref-66 TechMeme Apple publishes a policy for upcoming Maps ads, says home services ads are banned, medical services ads will be "evaluated on a case-by-case basis", and more (Sarah Perez/TechCrunch) ref-67 InfoQ AI/ML Stripe Benchmark Shows AI Agents Build Integrations but Struggle with Validation ref-68 InfoQ AI/ML Presentation: Postgres for Production Agents: Your Relational Foundation for Enterprise AI ref-69 InfoQ AI/ML AWS Ships Claude Apps Gateway as Self-Hosted Control Plane for Claude Code and Claude Desktop ref-70 The New Stack Kubernetes won the container decade. Google’s Agent Substrate wants the next one. ref-71 The New Stack Trust, transactions and tokenomics: AI agent infrastructure begins to standardize ref-72 The New Stack Elon Musk: “We will make the entire codebase of X open source, with no exceptions.” ref-73 The New Stack Atlassian wants developers to finally like Jira ref-74 The New Stack OpenAI’s first gadget is the $230 Codex Micro macropad ref-75 The New Stack Anaconda buys Kilo, the open source coding agent that answers to no single model maker ref-76 The New Stack Meta and the rise of the accidental cloud ref-77 The New Stack “The database is the product”: What breaks when memory devices scale ref-78 Wired AI AI Isn’t Smarter Than a Baby—Yet ref-79 Wired AI Thinking Machines Lab Drops Its First Model ref-80 Wired AI An Inventor of Apple’s FaceID Wants to Analyze Your Brain’s Health With AI ref-81 Wired AI My Ebike Delivery Went Missing. When I Tried to Recover It, I Ended Up in Chatbot Hell ref-82 Wired AI OpenAI Staffers Are Funding a Rival Super PAC to Take on Their Boss ref-83 TechCrunch Startups Lululemon backs nylon-recycling startup Syntetica in $30M Series A ref-84 TechCrunch Startups Daniel Ek’s body-scanning startup Neko Health raises another $700M ref-85 TechCrunch Startups Backed by $60M in funding, Oak steps out of stealth to fix the identity mess that AI agents are making worse ref-86 Crunchbase News Stripe’s Acquisition Pace Has Accelerated In The Past Five Years, But Nothing Comes Close To Its Reported $53B PayPal Bet ref-87 Crunchbase News The Crunchbase Tech Layoffs Tracker ref-88 Crunchbase News Fintech Funding Surges 23% In H1 2026 As Investors Concentrate Their Bets On AI And Financial Infrastructure ref-89 Crunchbase News Corporate Venture Capital Is Splitting In Two ref-90 Stratechery IBM Misses, IBM’s Mainframe Moat, IBM’s Many AI Problems ref-91 Tom's Hardware Nvidia's Huang vows to deliver 'giant amounts' of Vera Rubin — company says that 'our roadmap is intact' ref-92 Tom's Hardware CXMT's DDR5 RAM isn't as performant or as consistent as SK hynix dies, early testing shows — reveals resistance to voltage scaling and inferior manual overclocking capabilities ref-93 Tom's Hardware ASRock Phantom Gaming and Steel Legend 360 LCD review: An impressive cooling debut ref-94 Tom's Hardware Intel becomes the first company to ship high-volume logic chips made with ASML's High NA EUV — select Panther Lake layers on 18A are now dual-qualified for 0.55 NA scanners ref-95 Tom's Hardware Grab a DJI Osmo camera at some of lowest US prices ever ref-96 Tom's Hardware Intel's EMIB packaging gains traction as chip designers look to skirt TSMC's CoWoS constraints — Google's reported decision for 9th-gen TPUs highlights Intel's attractive alternative ref-97 Tom's Hardware 'PCIe Gen7 development has already started,' says Silicon Motion's Alex Chou — Nvidia's Storage Next initiative is becoming a focal point ref-98 Tom's Hardware Save $400 on a 27-inch LG Ultragear OLED Monitor — limited-time discount nets you an awesome OLED monitor with fast 240Hz refresh rate for your gaming PC ref-99 Tom's Hardware PC gamer turns Steam games into cartridges with ingenious 2.5-inch SSD system — games are stored on 128GB drives alongside a script to auto-start the title once plugged in ref-100 Tom's Hardware Palit officially announces RTX 3060 return with 'new' Infinity 2 OC launch — 2021 GPU with 12GB of VRAM is an AI crisis stopgap ref-101 Tom's Hardware Elon Musk's Starlink releases smaller and lighter V5 residential kit — offers speeds of up to 375 Mbps and almost half the power consumption of V4 ref-102 Tom's Hardware Score 16GB of DDR5 RAM for just $61.99 in this Newegg parts bundle with the 7800X3D — epic kit deal for a gaming PC build nets you $189 in savings and ships with a Gigabyte motherboard and free MSI MAG cooler ref-103 Tom's Hardware Best Buy has slashed $900 off this Asus 64GB 2-in-1 touchscreen gaming laptop — $2,099 RoG Flow Z13 is great for both gaming and AI use ref-104 Tom's Hardware Nvidia and Sega team up to deliver RTX Spark support for future games — partnership kicks off next year with upcoming Virtua Fighter Crossroads ref-105 Tom's Hardware Intel's big $5 billion bet on Ireland aims to right the wrongs of the cancelled Magdeburg, Germany complex — Fab 34's proven pipeline and Intel 3 node should help the company meet insatiable HPC demand ref-106 Tom's Hardware Developer successfully ports Linux to 1994 Sega 32X — Genesis and MegaDrive expansion runs open-source OS on paltry 23MHz processors and 256KB of RAM ref-107 Tom's Hardware Legendary Gravis Ultrasound sound card gets new open-source clone — Beavis Ultrasound remake includes complete KiCad schematics, PCB layout, sample ROM, and more ref-108 Tom's Hardware CXMT close to matching Micron's memory capacity in 2026, research claims — would put China on track to become world's second-largest DRAM producer ref-109 Tom's Hardware Ukraine conducts record drone strike of 2,500km after 12-hour flight — $55,000 unit made of plywood halts operations at Russia's largest gasoline producer ref-110 Tom's Hardware PS5 emulation ramps up in response to Sony killing physical games — PS5 titles now booting across different emulators with rapid community development for both 2D and 3D games ref-111 Politico Tech Anthropic CEO gives $1 million to super PAC amid battle of AI big-money groups ref-112 Politico Tech Fox News, Kevin O’Leary sued over China claims against data center critics ref-113 Politico Tech ‘I wouldn’t call it panic’: Industry quails at Hochul’s data center pause ref-114 Politico Tech Anthropic has a counter to OpenAI’s ‘reverse federalism’ play ref-115 The Hacker News (Security) TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development ref-116 The Hacker News (Security) OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps ref-117 The Hacker News (Security) Firefox, Chrome, Adobe, and VMware Updates Fix Multiple Critical Security Flaws ref-118 The Hacker News (Security) SASE Has An AI Blind Spot. Inspecting Packets Is No Longer Enough. ref-119 The Hacker News (Security) Researcher Drops New Windows Zero-Day PoC Hours After Microsoft Patch Tuesday ref-120 The Hacker News (Security) New Webinar: Closing the Approval Gap in AI-Era Ad Tech ref-121 The Hacker News (Security) Cursor Flaw Lets Malicious Cloned Repositories Trigger Windows Code Execution ref-122 The Hacker News (Security) Compromised AsyncAPI npm Packages Deliver Multi-Stage Botnet Malware ref-123 EU Startups SWISSto12 secures €61 million Series C amid rising demand for sovereign space infrastructure ref-124 EU Startups Espoo-based Hyperion Robotics raises €6.4 million to bring physical AI to European infrastructure ref-125 EU Startups London-based Applied Computing raises €17.4 million to scale AI that works for the energy industry ref-126 EU Startups Palantir alumni raise €27 million for construction robotics startup Monumental ref-127 EU Startups 4 questions every founder should ask when choosing a startup ecosystem ref-128 EU Startups British Business Bank adds €58 million Soho Square deal to recent run of UK investments ref-129 EU Startups Madrid-based Buenavista Equity Partners secures €75 million in commitments for its third buyout fund ref-130 EU Startups Norrsken Evolve formalises Dutch presence following €62 million fund close ref-131 EU Startups Why the EU-UK AI divergence founders fear isn’t real ref-132 EU Startups Daniel Ek’s Neko Health raises €612.7 million Series C as it prepares for US expansion ref-133 MIT Research A better way to turn 2D designs into 3D models for rapid prototyping ref-134 MIT Research 3 Questions: Neural transparency and the future of AI design ref-135 MIT Research 3D-printed bridge points the way to greener construction ref-136 MIT Research Electric fields help guide neural activity, even from moment to moment ref-137 MIT Research Ketogenic diets may increase cancer risk in the small intestine ref-138 Lobsters AI Data Centers and the Concentration of Wealth ref-139 Lobsters Inventing ELIZA - How the First Chatbot Shaped the Future of AI ref-140 Google News China Figures Prominently in WIPO Report Showing Generative AI Patent Activity Tripling in Past Two Years ref-141 Google News Cadence rolls out AI agent to speed circuit board, chip packaging design ref-142 Google News How Klarna’s AI Agent Strategy Backfired But Became A Useful Lesson ref-143 Google News An Hour With Our Top AI Agent Cost $13.42. You Can’t Hire Anyone For That. ref-144 Google News AI Model Predicts 348 Diseases from Electronic Health Record, Genetics ref-145 Google News Meet Bonsai: The First 27B AI Model That Fits on Your Phone ref-146 Google News Mira Murati Unveils Open-Weight AI Model as Alex Karp, Satya Nadella Warn Companies Are Giving Away Their IP ref-147 Google News Korea to launch sovereign AI this year: science minister ref-148 Google News Trust, transactions and tokenomics: AI agent infrastructure begins to standardize ref-149 Google News Nvidia Releases New Robotics AI Model ref-150 Google News 100% of Japanese online game developers are using generative AI, reveals new poll ref-151 Google News Thinking Machines launches Inkling, a 975B parameter open-source AI model built for fine-tuning ref-152 Google News Apple Intelligence wins China approval, with Alibaba's AI model powering the rollout ref-153 Google News JPMorgan CEO Jamie Dimon 'agrees' Anthropic Mythos AI model is dangerous; says: You are giving ballistic ref-154 Google News Exclusive: Spectro Cloud hits $1B valuation amid rising AI model switching ref-155 Google News Mira Murati’s Thinking Machines draws from Chinese rivals in debut AI model ref-156 Google News Atlassian launches AI agent coordination tools for Jira ref-157 Google News Anthropic’s Claude captures 9% of global generative AI traffic in June ref-158 Google News OpenAI launches Codex Micro, its first branded hardware product for AI coding ref-159 Google News OpenAI has announced 'GPT-Red,' an AI model that automatically finds weaknesses by attacking existing AI systems. ref-160 Google News Nvidia Expands Toyota AI Partnership for Smart Cities, Factories ref-161 Google News AI Startup Reflection Inks $1 Billion Compute Deal To Challenge China’s Open Source Dominance ref-162 Google News Chinese AI Startup DeepSeek Raises $7.4 Billion at $50 Billion Valuation ref-163 Google News Indian AI Startup Emergent Valued at $1.5 Billion in Round ref-164 Google News The US is advancing AI safety through state and federal action ref-165 Google News OpenAI’s New AI Spending Framework Signals a New Era of Business AI Governance ref-166 Google News Anthropic has a counter to OpenAI’s ‘reverse federalism’ play ref-167 Google News TSMC's Q2 Profit Skyrockets 77%, Setting New Records on AI Chip Demand ref-168 Google News Apple chasing AI chip company deals, The Information reports ref-169 Google News Meta to put AI chip into production in September as it looks to double computing capacity, memo shows