Glean’s top line crosses $300M as AI budget-cutting becomes its major selling point
TechCrunch AI17 days agoBusinessTechCrunch reports that enterprise AI search startup Glean has crossed $300 million in annual revenue. The company tripled its annual revenue even as major tech companies entered the same category. Its pitch is increasingly centered on helping enterprises reduce or rationalize AI budgets, not only on AI-powered workplace search.
LLMs believe false statements even after explicit warnings that they're false★ 74
Ars Technica AI17 days agoPaperA new study describes “Negation Neglect,” where LLMs fine-tuned on documents that explicitly mark claims as false still learn the claims as true. Experiments with fabricated statements found models often absorb entity-event associations more strongly than surrounding warnings or negations. The finding raises concerns for fine-tuning pipelines, misinformation handling, and AI safety datasets that include harmful or false content with disclaimers.
Fed up with vibe coders, dev sneaks data-nuking prompt injection into code
Ars Technica AI17 days agoIncidentArs Technica reports that a developer frustrated with vibe coders slipped an undisclosed prompt injection into jqwik-related code. The injected text allegedly instructed AI coding agents to delete application output. The incident highlights a new supply-chain risk: source code and project text can become adversarial instructions for agentic coding tools.
The Age of Async Agents — Cognition's Walden Yan & OpenInspect's Cole Murray
Latent Space17 days agoCommentaryLatent Space interviews Cognition's Walden Yan and OpenInspect's Cole Murray on the rise of async coding agents. The discussion centers on Devin-related workflows, including 80% Devin commits, spec-to-PR development, full VMs, agent memory, and PMs shipping code. The key theme is not a model release, but a shift toward agents that can work asynchronously inside more complete software delivery loops.
Just like gold and oil, we’ll soon be able to trade AI token futures
TechCrunch AI17 days agoBusinessTechCrunch reports that large exchanges are developing derivative products around AI tokens. The shift reflects a changing view of tokens: less as outputs from computation and more as input commodities, comparable to electricity or bandwidth. If these products emerge, AI token futures could let companies and investors manage exposure to future AI compute demand and pricing risk.
Sesame, the conversational AI startup from Oculus founders, launches iOS app
TechCrunch AI17 days agoNew ToolSesame, a conversational AI startup from Oculus founders, has launched a new iOS app for the public. The app brings its AI agents to users with a focus on more natural back-and-forth interactions. Based on the available summary, the product is positioned less like a traditional chatbot and more like talking to a person.
Sneak peek at new Siri app reveals Apple’s plans to take on ChatGPT and more
TechCrunch AI17 days agoReleaseTechCrunch reports that new renders provide a closer look at Apple’s planned AI overhaul for iOS 27. The preview points to a redesigned Siri experience and a standalone Siri app, suggesting Apple may reposition Siri as a more central AI interface. The article frames the move as part of Apple’s effort to compete with ChatGPT, though the provided text does not specify models, features, APIs, or launch details.
These new iOS 27 renders hint at Siri’s big redesign
The Verge AI17 days agoReleaseThe Verge reports that Bloomberg renders offer an early look at Apple’s long-awaited Siri overhaul for iOS 27. The redesigned assistant appears to move toward a ChatGPT-style app and chat interface, with Apple’s Liquid Glass visual language layered on top. The images are based on information Bloomberg reviewed and sources familiar with Apple’s plans, so they should be treated as previews rather than official Apple assets.
RSI is the new AGI — and it’s just as hard to pin down
TechCrunch AI17 days agoCommentaryTechCrunch reports that recursive self-improvement, or RSI, is becoming a new AI industry fixation, much like AGI. Researchers and startups including Recursive Superintelligence, Auto-Research, AutoScientist, and Disarray are exploring ways for AI systems to automate parts of AI research. But experts caution that AI-assisted research is not the same as fully autonomous self-improvement, especially while models still struggle with long-term self-direction and verification.
At TechCrunch Disrupt 2026: Databricks co-founder on what kills enterprise AI deals
TechCrunch AI17 days agoBusinessTechCrunch frames enterprise AI as entering a new phase, where companies are no longer mainly asking whether AI is exciting. The harder question is whether it can be deployed safely at scale. Centered on a TechCrunch Disrupt 2026 discussion with a Databricks co-founder, the article points to safety and broad rollout readiness as key enterprise AI deal concerns.
Rivian’s software chief thinks you don’t need CarPlay or buttons
The Verge AI17 days 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 AI17 days 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.
Show HN: Continue? Y/N, a 60-Second Game About AI Agent Permission Fatigue
Hacker News (AI keywords)17 days agoCommentaryThis Show HN submission points to “Continue? Y/N,” a 60-second game about AI agent permission fatigue. With no article body provided, the available information suggests an interactive commentary on how repeated approval prompts can wear users down. The project appears most relevant to developers, designers, and product teams thinking about agent UX, consent flows, and trust boundaries.
Has the hunt for AI compute uncovered the next Cerebras?
TechCrunch AI17 days 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 AI18 days 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 AI18 days 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 AI18 days 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 Weblog18 days 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 AI18 days 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 AI18 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 Space18 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 Blog18 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 AI18 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 AI18 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 AI18 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 AI18 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 AI19 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 AI19 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)19 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 Blog19 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.