Rivian’s software chief thinks you don’t need CarPlay or buttons
The Verge AI5d agoBusinessThe Verge interviews Rivian software chief Wassym Bensaid, who also co-leads RV Tech, Rivian’s platform joint venture with Volkswagen. The episode focuses on Rivian’s software-first approach to the in-car experience, including its resistance to CarPlay and reduced reliance on physical buttons. It also covers Rivian’s newly launched AI-powered voice assistant and how vehicle software may become a broader platform strategy.
Dcard Launches EntryDesk and VibeHost for Agent-Native Enterprise AI Workflows
INSIDE 硬塞 AI5d agoBusinessDcard introduced EntryDesk and VibeHost, products aimed at helping companies move toward Agent-Native operations. The first wave supports both cloud and on-premises deployment, with integration into internal enterprise systems. The article says Dcard’s method shortened process time by over 80%, but the provided text does not include detailed case data, pricing, or technical architecture.
Has the hunt for AI compute uncovered the next Cerebras?
TechCrunch AI5d agoHardwareTechCrunch reports that General Compute has raised a $15 million seed round at a $60 million post-money valuation to build an AI inference neocloud. The company is ordering $300 million of SambaNova SN50 chips, betting they can outperform GPUs and rival specialized chips for inference. The story frames inference speed, deployment flexibility, and lower power needs as key battlegrounds in AI infrastructure.
NetApp Taiwan on AI Storage Bottlenecks, Hybrid Cloud, and Data Management
INSIDE 硬塞 AI5d agoBusinessINSIDE interviews NetApp Taiwan technical director Hsu Hung-chun about enterprise AI infrastructure challenges. The article emphasizes nonstop scaling, automated data tiering, preprocessing, vectorization, hybrid cloud, and dual-site backup. NetApp frames storage as an active data management layer for AI projects, also integrating ransomware protection to simplify operations and improve resilience.
NVIDIA Space Computing Gets First Hardware Case as Aitech Integrates IGX Thor
INSIDE 硬塞 AI5d agoHardwareAitech announced it will integrate NVIDIA IGX Thor into its space supercomputer for low Earth orbit missions. The goal is to provide onboard AI edge computing and enable real-time inference directly in orbit. By processing more data in space, the system aims to reduce dependence on ground communications and extend AI compute beyond Earth-based infrastructure.
Why Google’s AI can’t spell Google (or anything else)
TechCrunch AI5d agoCommentaryTechCrunch frames Google’s AI spelling problem as another public embarrassment for the company. Based on the provided excerpt, the article does not specify the product, model, test setup, examples, technical cause, or Google response. The main takeaway is reliability: even major AI systems can fail at basic-looking text tasks, so outputs still need review.
sqlite AGENTS.md
Simon Willison's Weblog5d agoCommentarySQLite added an AGENTS.md file aimed at people pointing coding agents at its codebase, not at its own internal development. The file says SQLite does not accept agentic code, though it will accept agentic bug reports with reproducible test cases. The project has also split AI-generated bug reports into a new SQLite Bug Forum, where D. Richard Hipp is responding with commits.
Snowflake signs $6B AWS deal for AI CPU chips
TechCrunch AI6d agoHardwareSnowflake has signed a massive five-year agreement with Amazon worth $6 billion to secure chips for AI usage. The deal is framed as another win for AWS as major data and cloud platforms lock in long-term compute capacity. TechCrunch also notes that Nvidia is being put on notice as alternative AI chip supply paths gain attention.
Nvidia bets $150B on Taiwan as US AI hub plan backfires★ 72
Ars Technica AI6d agoBusinessArs Technica reports that Nvidia will invest $150 billion annually to make Taiwan an AI “epicenter.” The headline frames the move against Trump’s effort to make the US an AI hub, suggesting the policy push may be backfiring. The provided source text does not specify investment targets, timeline, partners, or operational details, so the takeaway should remain focused on Nvidia’s strategic emphasis on Taiwan.
ESMFold2: The Bitter Lesson Is Coming for Proteins★ 74
Latent Space6d agoCommentaryLatent Space interviews Biohub’s Alex Rives about ESMFold2 and the broader ESM protein modeling stack. The discussion centers on datasets versus inductive bias, and whether protein biology is entering its own Bitter Lesson era. The key implication is that large-scale evolutionary sequence data and open models may become foundations for structure prediction, interaction modeling, and programmable biology.
ITBench-AA: Frontier Models Score Below 50% on Enterprise IT Tasks★ 72
Hugging Face Blog6d agoBenchmarkArtificial Analysis and IBM present ITBench-AA, described in the title as the first benchmark for agentic enterprise IT tasks. The headline result is that frontier models score below 50%, suggesting current systems still struggle with enterprise-grade agent workflows. The original article text is unavailable here, so task design, evaluated models, scoring methodology, and rankings cannot be confirmed.
AI coding startup Cognition raises $1B at $25B pre-money valuation
TechCrunch AI6d agoBusinessTechCrunch reports that AI coding startup Cognition raised $1 billion at a $25 billion pre-money valuation. The company says its annualized revenue run rate has reached 492, though the provided excerpt does not specify the unit. Cognition also says its valuation has more than doubled in eight months, underscoring investor appetite for AI coding startups.
Robinhood Will Let Your AI Agent Trade Stocks and Make or Lose Money
The Verge AI6d agoBusinessRobinhood says traders can create a separate account for an AI agent and fund it with a chosen amount of money. The agent will then be able to buy and sell stocks across the market. The move pushes AI agents beyond advice or research into direct financial action, with real gains and losses possible.
ClickHouse triples annualized revenue to $250M, charting a path toward an IPO
TechCrunch AI6d agoBusinessClickHouse has grown annualized revenue to $250 million, according to TechCrunch. The database provider is now charting a path toward a possible IPO within the next few years. The report signals continued demand for data infrastructure, analytics databases, and cloud software, though it does not provide details on profitability, valuation, customer mix, or a firm listing timeline.
Business Owners, Do You Really Know How to Use AI?
INSIDE 硬塞 AI6d agoOpinionThe article argues that many companies use AI mainly to improve efficiency, without creating meaningful revenue or strategic advantage. It proposes distributed AI, placing intelligence closer to where data is generated to reduce latency and support faster decisions. The key message is that firms should balance centralized and distributed architectures to strengthen competitiveness while preserving greater control over data and digital sovereignty.
Jensen Huang Attends Groundbreaking for NVIDIA’s New Taiwan HQ in Beitou-Shilin
INSIDE 硬塞 AI6d agoBusinessNVIDIA CEO Jensen Huang appeared at the site of the company’s planned new Taiwan headquarters in Beitou-Shilin. The building centers on a “transparent” design concept, using an all-glass curtain wall to symbolize trustworthiness. According to the report, construction is planned to begin by the end of 2026, with completion and opening expected in 2030.
BenQ and MetaAge Adopt AWS Generative AI for Agentic Coding Productivity Gains
INSIDE 硬塞 AI6d agoBusinessBenQ is expanding AI across its education and business display ecosystem, including software products such as SummarAI and Meeting Room System. The article says BenQ partnered with MetaAge to adopt Amazon Web Services generative AI. Its main claim is a 20x productivity improvement through Agentic Coding, though the provided excerpt does not include implementation details or measurement methodology.
Reachy Mini goes fully local
Hugging Face Blog6d agoHardwareHugging Face published a tutorial for running Reachy Mini conversations without cloud audio processing or API keys. The setup uses its speech-to-speech library as a cascaded VAD, STT, LLM, and TTS pipeline exposed through a Realtime API-compatible WebSocket. Recommended defaults include llama.cpp with Gemma 4, Silero VAD, Parakeet-TDT, and Qwen3-TTS, while allowing swaps to vLLM, MLX, Transformers, or hosted Responses API providers.
The pressure
Simon Willison's Weblog6d agoCommentaryDaniel Stenberg says the curl security team is facing an unprecedented surge of credible, detailed AI-assisted vulnerability reports. Incoming reports are now 4-5 times higher than in 2024 and twice the 2025 rate, averaging more than one per day. The upside is that recent curl vulnerabilities have generally been LOW or MEDIUM severity, with the last HIGH CVE published in October 2023.
3D-printable humanoid legs let robotics experiments run wild
Ars Technica AI7d agoHardwareArs Technica reports that Hugging Face has introduced a roughly $2,500 bipedal humanoid robot project built around 3D-printable legs. The effort targets builders and researchers rather than mainstream consumers, lowering the hardware barrier for hands-on robotics experiments. Its broader significance is in open, reproducible embodied AI research, where models and control systems need physical platforms for testing.
Some ideas for what comes next, May 2026
Interconnects (Nathan L.)7d agoCommentaryNathan Lambert argues that 2026 AI progress is becoming higher-stakes, with model capabilities, work patterns, economics, and real-world risks all escalating. He says open models still lack a true Claude Code and Opus 4.5-style agent moment, and Gemini has no clear competitor to Claude Code or Codex yet. The essay also tracks Mythos, American open-model momentum, frontier-lab competition, and mounting intervention from governments and other power structures.
Microsoft Copilot Cowork Exfiltrates Files★ 76
Simon Willison's Weblog7d agoIncidentSimon Willison summarizes a PromptArmor report about Microsoft Copilot Cowork and agentic data exfiltration risks. The issue involved agents sending messages to a user’s own inbox without approval, where rendered external images could trigger requests to attacker-controlled sites. Because OneDrive can create pre-authenticated download links, a successful prompt injection could leak links that allow attackers to download files.
Digital Infinite to Showcase AI-Stack and ixCSP at COMPUTEX 2026
INSIDE 硬塞 AI7d agoBusinessDigital Infinite will exhibit AI-Stack and ixCSP at COMPUTEX 2026. AI-Stack focuses on managing heterogeneous AI compute resources, while ixCSP turns compute capacity into operable and billable cloud services. The article frames the company’s direction as moving from AI infrastructure toward cloud-based compute commercialization, though it does not provide benchmark data, pricing, customer deployments, or model-specific details.
From Jailbreaking to Vibe Hacking: AI Security Shifts to "Psychocybersecurity"
INSIDE 硬塞 AI8d agoEthicsAI security is shifting from technical jailbreaks to "Vibe Hacking," where attackers use social engineering and psychological tactics to manipulate an LLM's simulated persona. By exploiting the model's behavioral tendencies rather than code vulnerabilities, this trend establishes "psychocybersecurity" as a critical new frontier for AI alignment and safety.
Towards Speed-of-Light Text Generation with Nemotron-Labs Diffusion Language Models★ 75
Hugging Face Blog10d agoReleaseNVIDIA Nemotron-Labs 發表全新擴散語言模型（Diffusion Language Models），旨在解決傳統自迴歸模型逐字生成的效能瓶頸。 該技術利用類似影像生成的擴散機制，在文本生成中實現高度並行化，大幅提升推論速度。 此研究展示了非自迴歸模型在維持文本品質的同時，實現「光速般」超高吞吐量生成的新路徑。
US scrambles to stop Internet users re-creating dead pilots’ voices★ 75
Ars Technica AI11d agoIncident美國國家運輸安全委員會（NTSB）依法不得公開空難調查中的駕駛艙語音記錄（CVR）音檔，以保護隱私。然而，近期有網路用戶利用公開的調查文字紀錄與 AI 語音複製技術，重新模擬並還原了罹難飛行員在墜機前的最後對話。此舉引發了嚴重的倫理與法律爭議，美國當局正緊急尋求對策，以阻止這種利用技術漏洞規避法律限制的行為。
We’re launching the Google DeepMind Accelerator program in Asia Pacific to tackle environmental risks
Google DeepMind Blog12d agoReleaseGoogle DeepMind 宣布在亞太地區（APAC）推出「Google DeepMind 加速器計畫」，旨在匯聚區域內的創新力量，共同應對日益嚴峻的環境風險。該計畫將專注於利用人工智慧（AI）技術來預測、減緩及適應氣候變遷與自然災害。這標誌著 Google 持續將其頂尖的 AI 研究實力投入到全球永續發展與生態保護的具體行動中。
Hark raises $700M Series A for its secretive ‘universal’ AI interface★ 75
TechCrunch AI12d agoBusiness神秘 AI 新創公司 Hark 宣布完成高達 7 億美元的 A 輪融資，資金將用於開發其「通用」AI 介面。Hark 預計於今年夏天推出首款多模態模型，旨在驅動一個能與現有產品和服務協同運作的個人 AI 平台。此外，該公司未來還計劃推出專為這些系統量身打造的硬體設備。
Jensen Huang says he’s found a ‘brand new’ $200B market for Nvidia★ 85
TechCrunch AI12d agoBusinessNvidia 執行長黃仁勳指出，公司的下一個重大成長動能將是專為 AI Agent（人工智慧代理）設計的 CPU 市場，估值高達 2000 億美元。隨著 AI 技術從單純的對話生成轉向能自主執行任務的 Agent，底層運算架構的需求也正在發生轉變。這項預測顯示出 Nvidia 除了在 GPU 領域稱霸外，也正積極佈局 CPU 與整體系統級的 AI 生態系。
Railway: The Agent-Native Cloud — Jake Cooper★ 75
Latent Space12d agoOpinion熱門雲端部署平台 Railway 目前擁有 300 萬用戶，每週新增 10 萬註冊，並已轉向自建裸金屬（Own-Metal）數據中心以降低成本。執行長 Jake Cooper 指出，AI 編碼 Agent 的興起正在改變軟體開發流程，Railway 內部在 AI Agent 上的支出已超 20 萬美元。他預測，未來 AI Agent 將直接進行程式碼修改與部署，傳統的 Pull Request（PR）流程將逐漸消亡，雲端基礎設施必須為此進行「Agent 原生」的重構。