Nvidia bets $150B on Taiwan as US AI hub plan backfires★ 72
Ars Technica AI62 days 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 Space62 days 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 Blog62 days 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 AI62 days 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 AI62 days 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 AI62 days 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 AI62 days 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 AI62 days 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 AI63 days 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.
Erin Brockovich made a map to track data centers around the country
Hacker News (AI keywords)63 days agoEthicsEnvironmental activist Erin Brockovich created a map of data centers across the United States, with a form for residents to report local impacts. The project frames AI infrastructure growth as a town-by-town race, showing where facilities are operational, under construction, or proposed. Nieman Lab notes that data center scrutiny is becoming an emerging reporting beat as demand and community concerns grow.
Reachy Mini goes fully local
Hugging Face Blog63 days 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 Weblog63 days 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 AI63 days 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.)63 days 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 Weblog63 days 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.
Launch HN: Minicor (YC P26) - Windows desktop automations at scale
Hacker News (AI keywords)63 days agoNew ToolMinicor appeared on Hacker News as a Launch HN post focused on Windows desktop automation at scale. Based on the title alone, it seems positioned beyond simple personal scripting, aiming at repeatable automation across Windows desktop workflows. No source text is available, so details such as AI usage, architecture, supported apps, pricing, security controls, and customer traction cannot be confirmed.
Digital Infinite to Showcase AI-Stack and ixCSP at COMPUTEX 2026
INSIDE 硬塞 AI63 days 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 AI64 days 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.
Building Pi with Pi
Hacker News (AI keywords)65 days agoOpinionIn this personal blog post, Armin Ronacher — creator of Flask and prominent Python/OSS contributor — explores the concept of building an open-source AI tool or agent named Pi by leveraging Pi itself. The 'pi-oss' URL slug suggests the piece centers on open-source themes. The self-referential title implies a bootstrapping or dogfooding narrative common in developer tooling essays.
邁向光速文本生成：NVIDIA Nemotron-Labs 推出擴散語言模型 (Diffusion Language Models)★ 75
Hugging Face Blog67 days agoReleaseTraditional large language models (such as GPT, Claude, and others) all use an "autoregressive" mechanism — that is, they must predict the next token based on…
美國政府緊急應對：網友利用 AI 模擬罹難飛行員聲音，規避法律限制★ 75
Ars Technica AI67 days agoIncidentThis controversy stems from strict U.S. legal restrictions on aviation accident investigation data. Under federal law, the National Transportation Safety Board…
Google DeepMind 於亞太地區推出加速器計畫，旨在利用 AI 應對環境風險
Google DeepMind Blog68 days agoReleaseGoogle DeepMind has announced the official launch of the "Google DeepMind Accelerator Program" in the Asia-Pacific (APAC) region, aimed at bringing together…
Show HN: Agent.email – sign up via curl, claim with a human OTP
Hacker News (AI keywords)68 days agoNew ToolThis Show HN post introduces Agent.email, apparently a tool for programmatic email or account signup. Based on the title, its main idea is signing up through curl, then letting a human claim the resource via OTP. No article body is available, so product details, security model, pricing, and actual use cases cannot be verified.
Launch HN: Runtime (YC P26) – Sandboxed coding agents for every team
Hacker News (AI keywords)68 days agoNew ToolRuntime is a YC P26 launch focused on making coding agents usable across an organization, not only by engineers. It provides sandboxed environments with company context, integrations, secrets, policies, observability, and cost controls. The product page says it works with tools including Claude Code, Cursor, Codex, Copilot, Gemini CLI, Devin, and OpenCode, while fitting into Slack, Linear, GitHub, and related workflows.
神秘 AI 新創 Hark 完成 7 億美元 A 輪融資，打造「通用」AI 介面與專屬硬體★ 75
TechCrunch AI68 days agoBusinessThe mysterious AI startup Hark has announced the successful completion of a Series A funding round totaling $700 million (approximately NT$22 billion), capital…
黃仁勳預測 Nvidia 的下一個「全新」2000 億美元市場：用於 AI Agent 的 CPU★ 85
TechCrunch AI69 days agoBusinessNvidia CEO Jensen Huang has recently put forward a major market prediction, stating that Nvidia has its sights set on a brand-new market worth as much as $200…
Railway：打造 Agent 原生雲端平台 — 專訪執行長 Jake Cooper★ 75
Latent Space69 days agoOpinionIn a recent interview on the well-known AI podcast Latent Space, Jake Cooper, CEO of Railway — a next-generation PaaS (Platform as a Service) platform — shared…
網路瘋傳！Figure AI 推出人形機器人 24 小時搬包裹直播，引發社群熱烈關注
Ars Technica AI69 days agoReleaseHumanoid robot startup Figure AI recently launched a highly buzzworthy technology showcase: a 24-hour uninterrupted live stream depicting its latest humanoid…
Vercel Chat SDK 新增訊息主題（Message Subjects）與直接 SDK 存取功能★ 72
Vercel Changelog70 days agoReleaseThe Vercel AI SDK (specifically its Chat SDK component), which is widely popular among developers, has recently received a feature update aimed at providing…
Vercel 推出 WordPress 專用的 Vercel AI Gateway 插件★ 70
Vercel Changelog70 days agoReleaseVercel officially announced the launch of the Vercel AI Gateway plugin for WordPress. Vercel AI Gateway is a service designed to help developers better manage…