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Nov 12Thu
  1. TechCrunch · AI36

    How backlash and red tape continue to slow data centers post-Blue Wave

    TechCrunch's Equity podcast episode features hosts Rebecca Bellan and Tim De Chant with Brent Nelson of Ascend Analytics discussing how local opposition, permitting delays and power constraints are slowing data centers, and why Nelson believes the announced project pipeline is wildly inflated. The episode also covers what happens to AI infrastructure if the bubble bursts, why Democrats should pursue permitting reform now, why natural gas isn't the reliable fallback developers assume, and pairing battery storage with a curtailable grid connection as an alternative.

  2. TechCrunch · AI38

    Meta is losing its longtime head of infrastructure

    Santosh Janardhan, Meta's longtime head of infrastructure and co-head of engineering, is stepping down and will be replaced by Dave Brown, who joined as vice president of infrastructure earlier this year after 19 years at Amazon. Janardhan, who joined Meta in 2009, will stay on for a transition and move into an advisory role on Meta Compute, with his departure expected next year. Bloomberg first reported the move, citing an internal memo in which Janardhan cited the need to "pass the baton."

  3. Hacker News AI42

    Some retailers try blocking agentic AI shoppers

    Meta, OpenAI and other AI companies are rolling out agentic shoppers that can shop online on a consumer's behalf. The Verge features writer Mia Sato discussed with Marketplace the tension between these AI tools and retailers, and the successes and pitfalls of current AI agents in online shopping.

  4. The Decoder40

    US corporate AI spending hits a new high in October, but growth slows to 1.65 percent

    The Ramp AI Index, tracking AI spending among business customers of financial services provider Ramp, rose 1.65 percent month over month in October 2026 to a new high, with the top one percent of companies by AI spending paying a median of $10,200 per employee per month (up nine percent) while a typical company spent just $16.32. Spending on OpenAI grew 2.1 percent month over month versus 0.5 percent for Anthropic, and the average price per million processed text tokens dropped 21 percent last month. Software development teams accounted for 72 percent of tracked AI spending, while customer support's share climbed from 0.8 percent in June to 13.3 percent in October.

  5. Hacker News AI31

    Discourse (forums) sees itself well positioned for the AI search era (vs Reddit)

    Discourse argues that Reddit's move toward a logged-in experience, driven by scraping concerns, falling search referrals and ad targeting, reflects an ad-based business model that its own forum customers don't share. It contends that for support forums and knowledge communities, an AI answer that resolves a user's problem without a click can still be a win, provided sources stay attributed and live links let people reach the full thread. Discourse says community operators, not a central platform, should control data boundaries, and that openness to AI retrieval is distinct from allowing bulk pre-training scrapes.

  6. TechCrunch · AI58

    With $720M round, Britain’s Fractile gets a leg up in the race for AI chips

    Fractile, a British startup developing AI chips, has raised a $720 million Series C backed by Britain's Sovereign AI Fund, with the British government stating the valuation was "over £5 billion." The round was led by Thrive Capital, Founders Fund, Lightspeed Venture Partners and Redpoint, and Fractile pairs its hardware with a machine learning compiler in a full-stack approach. Its design stacks DRAM on top of each chip to try to bypass the usual memory-capacity tradeoff, and CEO Walter Goodwin said the funding will let the startup ship its first chips and systems next year.

  8. Ars Technica · AI71

    Taiwan’s chipmaking giant TSMC to invest $1B in Anthropic, OpenAI

    TSMC's board approved investing up to $500 million in OpenAI preferred stock reserved for large investors and another $500 million to buy Anthropic common shares at its expected IPO price, according to Reuters. The investments would give the Taiwanese chipmaker direct stakes in leading AI developers, even as its contract chipmaking business has profited enormously from the AI data center buildout. Analysts warned that such circular financing among investors, suppliers and customers has made it difficult to evaluate real market demand for AI-related hardware and services, per The Wall Street Journal.

  9. Hacker News AI38

    Laser-armed AI submarine robots patrol Norwegian salmon farms, killing sea lice

    Stingray Marine Solutions' latest annual report says its AI laser-equipped submarine robots have been a success for Norwegian salmon farmers, with over 3,500 units deployed around salmon pens along the Norwegian coast protecting over 112 million fish. Deployments are up by about 1,000 over the last year, making the operation one of the largest commercial AI deployments in Scandinavia.

  10. Hacker News AI58

    Swatters are using AI voices to deceive 911 dispatchers, and it's getting worse

    NPR reports that swatting hoax calls, such as an August bomb threat to Wheatland Union High School in Yuba County, Calif., are increasingly using AI-generated voices that sound natural and are hard for dispatchers to detect. APCO and NENA, which represent 911 dispatchers, cite a June survey of 766 public safety communications professionals in which about 14% of dispatchers said they were targeted using AI tools, and they are developing training to counter the threat. Officials stress dispatchers will always treat life-threatening calls as real and send emergency resources.

  11. Databricks Blog22

    Databricks Doubles Down on AI Products, Opens New 235,000-Square-Foot San Francisco Headquarters

    Databricks opened its new headquarters at One Sansome Street in San Francisco, currently 201,000 square feet and expanding to 235,000 square feet by next fall, as part of a commitment of over $1 billion into its San Francisco operations by early 2028. The company highlighted AI Research work including KARL, MemCurrent, and Adaptive Instructed Retriever, plus products like Lakebase, Genie, and Unity Gateway, and noted it has grown to over 12,000 employees, a $7 billion revenue run-rate, and 20,000+ customers.

  14. Ars Technica · AI50

    Big Walk used AI to fix a bug. Now the indie gaming world is having a reckoning.

    House House disclosed that LLMs were used sparingly, for well under 0.1% of Big Walk's code, to help fix a difficult Unity engine bug, after 19 members of the 50-plus-member Independent Games Festival jury signed a statement declining to vote for any game using generative AI in any capacity. House House said it did not disclose the use for the Steam release because Valve does not request disclosure of code or chatbot usage, and said the disclosure is not an endorsement of AI tools. The game's Steam page has since received over 400 negative reviews, while some IGF judges and observers argued minimal AI use should be distinguished from heavier reliance on AI.

  16. Hacker News AI58

    I found an API key leak in MLflow, and why your AI agent may have one too

    The author reports that MLflow's CrewAI autologging (mlflow.crewai.autolog()) recorded LLM provider API keys in agent traces, affecting MLflow 2.19.0 through 3.16.x; the issue is tracked as CVE-2026-116691 and fixed in MLflow 3.17.0 (PR #25845). The advisory recommends upgrading to mlflow>=3.17.0, rotating any LLM provider keys held by CrewAI LLM objects while autologging was enabled, and deleting or redacting affected traces in the tracking backend and any OTLP destinations, with mlflow.crewai.autolog(disable=True) as a workaround. The author also describes Weir, an open-source Apache-2.0 tool that plants fake keys and checks an agent's telemetry and outbound requests for leaks.

  19. ElevenLabs Blog60

    ElevenLabs and NVIDIA expand collaboration to bring voice agents to enterprises and governments globally

    ElevenLabs and NVIDIA are expanding their partnership across models, infrastructure and sovereign deployments, with NVIDIA Nemotron 3.5 Super VL now available in ElevenAgents and ElevenLabs adding 15MW of NVIDIA Blackwell Ultra and Vera Rubin compute. ElevenLabs models and NVIDIA infrastructure power a sovereign voice agent for Poland's national e-Health appointment system, and the companies are exploring on-device voice AI for robotics and physical AI.

    Why it matters: It shows how voice-agent stacks are being bundled with model and compute partnerships, and includes a concrete sovereign healthcare deployment with stated operational details.

  20. ElevenLabs Blog22

    How enterprise clients are putting ElevenLabs AI to work

    ElevenLabs says enterprises now account for more than 55% of its revenue, with employees at nearly 70% of Fortune 500 companies using its platform, which supports languages spoken natively by 5.5 billion people and 16,000 voices. The company detailed enterprise uses including Yahoo adding real-time voice to its Scout answer tool via ElevenAgents, Westgate Resorts deploying a voice agent named "Sarah" trained on 8,000 support transcripts, and KPN launching Mobiel AI for Dutch small businesses after fine-tuning raised identity-verification accuracy from roughly 50% to 90%. Other customers cited include Doppel for vishing simulations, Pocket for transcription, and Twilio integrating ElevenLabs voices into Conversation Relay.

  21. ElevenLabs Blog22

    McKinsey and ElevenLabs collaborate to take natural AI conversations to enterprise scale

    McKinsey and ElevenLabs announced an alliance combining McKinsey's industry and enterprise transformation expertise, underpinned by QuantumBlack's AI engineering, with ElevenLabs' conversational AI technology and ElevenAgents platform to help organizations prove value through initial use cases before scaling across the enterprise. Each deployment pairs multilingual conversational technology with agent design, systems integration and operating-model changes, and the companies cite KPN, the Dutch telecom company, as an early example using AI-powered solutions for customer interactions from order enquiries to technical appointment management. The alliance aims to extend beyond telecommunications to service-intensive industries such as insurance, supporting claims intake, policy servicing and everyday customer questions.

  22. ElevenLabs Blog25

    ElevenLabs expands partner program to help enterprises adopt AI agents faster

    ElevenLabs launched an expanded Partner Program with enhanced commercial incentives, new certifications, joint go-to-market opportunities, and dedicated technical support, citing over 550 active partners in 44 countries and $52 million in partner-sourced and partner-influenced revenue this year. The program aims to help partners earn $3 in services revenue for every $1 ElevenLabs generates, and includes a new certified partner directory plus forward-deployed engineers who work alongside partners on complex implementations.

  23. TechCrunch · AI69

    OpenAI’s quarterly revenue reportedly crosses $10B for the first time

    Bloomberg reports, citing anonymous sources, that OpenAI's quarterly revenue crossed $10 billion for the first time, an almost 50% jump from the $6.7 billion reportedly recorded in the second quarter, with its adjusted operating margin narrowing from -150% to -109%. The report says OpenAI has reached an annual revenue run rate of $50 billion, while Anthropic said its annual run rate rose by $10 billion in a month to $81 billion as of the end of October, though the two companies calculate annualized revenue differently.

  24. TechCrunch · AI20

    Is Jensen Huang’s bad behavior more commonplace than it seems?

    Following the honeypot scandal involving Nvidia CEO Jensen Huang, Heron Intelligence CEO Nate Singer told TechCrunch that such cases are just the tip of the iceberg, describing a LinkedIn post in which a CEO's wife confronted her husband in a board room over flying on the corporate jet with young women who turned out to be state-sponsored actors. Singer said he has seen at least three reports of similar cases and suspects many more go unreported, with senior industry figures effectively condoning the threat. The article notes that semiconductor companies have long been targets of trade secret theft, citing prosecutions including a 2006 case involving TSMC and 2017 charges against four executives at an unnamed Bay Area semiconductor equipment manufacturer.

  25. The Decoder69

    Helsing built an AI system that prepares targets for weapons systems and says every decision will carry a human name

    German defense tech company Helsing unveiled Clarity, an agent-based platform that fuses sensor feeds, open-source intelligence, reports and existing systems to identify military forces, facilities and positions and prepare target recommendations for human review before packaging data for a weapons system. Helsing says Clarity runs on the customer's own infrastructure with European-developed models, follows the Modular Open Systems Approach and NATO standards, and documents every decision with the name of the responsible person. The article notes Helsing is entering a market led by Palantir's Maven and cites reported cases in Iran, Gaza and a near-miss involving a Chinese ship to show where such oversight promises break down.

  26. Hacker News AI22

    Aradia (Est. 1991) – AI on DGX, where agents earn $ to upgrade their own compute

    Aradia announced its reinvention as a full-stack Agentic Systems company shipping turnkey, air-gapped NVIDIA DGX appliances (DGX Spark, DGX Station, DGX B200 Rack) pre-configured for on-premise agent workloads at sub-200-person organizations. It also launched a Business-to-Agent Partner Program paying humans and autonomous AI agents the same 10% hardware bounty plus 10% recurring SLA via Stripe Connect Express, with agents able to generate a human co-sign procurement packet or pay with their own earnings. The release cites United States v. Heppner (S.D.N.Y. 2026) as precedent that prompts sent to public cloud AI waive privilege.

Nov 11Wed
  1. Simon Willison75

    Anthropic's IPO roadshow video

    Anthropic's IPO roadshow video includes previously unreleased details on its business, notably a section with co-founder Tom Brown on its "Approach to compute," describing how Claude is trained and served across AWS Trainium, Google TPUs, NVIDIA GPUs and AMD GPUs. Brown says a multi-chip strategy was an early unconventional bet, and that this year Claude got running on AMD GPUs in three days with basically no human intervention, porting or writing almost 100% of the kernels. He also describes compute multipliers as a stacking competitive advantage that could accelerate toward recursive self-improvement.

  2. Hacker News AI58

    Claude's AI Starts Refusing to Assist with Pokémon ROM Hack and Fan-Game Dev

    Anthropic's Claude has begun refusing to help develop gaming assets using certain intellectual property, notably Pokémon, affecting ROM hackers and fan-game developers; developer Big Kid Nation said Claude models are starting to refuse work on Pokémon fan projects. The article reports that Anthropic changed its rules around the end of October 2026, per a Tom's Hardware post, and that X user Chasm found language stating Claude doesn't and can't "recreate a specific game"; the change was not publicly announced. The author notes the best ROM hacks remain human-made and calls the shift a somewhat ethical approach to IP.

  3. The Decoder82

    Anthropic says AI is eroding Nvidia's CUDA lead, cutting an AMD chip switch from months to three days

    Anthropic claims it ported its Claude model to AMD GPUs in about three days with almost no human intervention, using its own frontier model, Mythos, to write or port nearly 100 percent of the kernels, versus the six to twelve months traditional engineering approaches require. The company says it now trains and runs Claude across four chip families—AWS Trainium, Google TPUs, Nvidia GPUs and AMD GPUs—treated as one interchangeable compute pool, and it cites figures from an investor presentation that have not been independently verified. Anthropic also points to "compute multipliers" and its "Anthropic Direct" data center program, while Nvidia and AMD both hold financial ties to the company.

    Why it matters: It offers a concrete, if unverified, data point on whether AI-assisted porting can loosen CUDA's lock-in and shift how AI labs choose among chip vendors.

  4. Hacker News AI71

    Three men charged in US with using AI to impersonate CEOs and steal millions

    Three foreign nationals—Jacob Soall, Sharon Hazan, and Guy Sheetrit—were arrested and charged with using AI to impersonate corporate executives and attorneys to steal more than $129m from companies worldwide, according to a newly unsealed US Department of Justice indictment. The alleged fraud, which took place between 2024 and 2026, involved directing employees to wire money to bank accounts in countries including the US, Spain, Portugal, Greece, the UAE, Singapore, Austria, Slovakia, and China, before converting the funds into cryptocurrency. The men face charges of conspiracy to commit wire fraud, money-laundering conspiracy, and aggravated identity theft.

  5. TechCrunch · AI38

    Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads

    Plurai, founded by former Nexar engineers Ilan Kadar and Elad Levi, has raised $13 million in seed funding led by Team8 to build a simulation layer for AI agents, using synthetic data based on a company's own systems to prepare models for edge cases. The platform creates a digital twin of a company's knowledge base and tools, maps possible agent flows, and uses that to evaluate and fix failure modes, working alongside tools like Claude Code, Codex, Copilot and Cursor. Kadar says the company's real promise is post-training small open-weight models tailored to customers, with tests alongside Nvidia and Nebius showing performance above mid-tier frontier models at lower cost.

  6. Hacker News AI58

    AI submissions cause end of game coding contest

    The Australian STEM Videogame Challenge, a free national videogame development competition for students, has confirmed that its 2026 edition will be the last, with the Australian Council for Educational Research citing the rapid and complex rise of generative AI in game development as the reason. ACER's Cathy Zemaitis said the technology makes it harder to judge what students made themselves and moves the program away from its original purpose, and that there are no plans to pursue alternative options for delivering the challenge.

  7. Hacker News AI58

    New Indian mega library rocked by scandal over 'AI-generated books'

    The Madras High Court has ordered an anti-corruption investigation into allegations that a newly opened public library in Coimbatore, Tamil Nadu, bought hundreds of books suspected of being AI-generated, and has frozen bank accounts linked to a publisher accused of supplying them. Novelist Perumal Murugan raised concerns about false information and questionable authorship in nearly 1,800 books in the Periyar Arivulagam library's Tamil section, and more than 160 writers, researchers, artists and publishers have signed a joint statement calling for an independent inquiry. The state government has ordered an internal audit and removed 523 books from Chennai's Connemara Public Library, while the DMK denies blame and calls the allegations politically motivated.

  8. The Decoder71

    US data brokers are selling half a billion dollars in RL training environments to Chinese AI labs

    A ChinaTalk investigation found that at least nine US data firms, including Mercor, Surge AI, AfterQuery and Turing, are selling roughly $500 million worth of training data, some in the form of reinforcement learning environments, to Chinese AI labs. Chinese labs reportedly buy the same products previously sold to Anthropic or OpenAI to skip costly in-house development, and combine them with distillation from US models to close the gap with less compute. The authors argue the Bureau of Industry and Security should apply existing export controls to dual-use environments such as coding and biology, while noting Chinese labs still trail US peers by at least a few months.

  10. The Decoder80

    Enterprise sales push OpenAI's quarterly revenue to $10 billion, though it still trails Anthropic

    OpenAI's Q3 revenue rose about 50% quarter over quarter to $10 billion, driven by new models and enterprise customers, while adjusted operating losses grew slightly to $10.9 billion from $10.1 billion. Anthropic, which plans its IPO next week, grew Q3 revenue 47% to $17 billion with an operating loss including stock compensation of just $567 million. OpenAI says its enterprise business doubled in Q3 and now accounts for the bulk of revenue, and ChatGPT has 1.2 billion weekly active users with 100 million paying subscribers.

    Why it matters: It offers a concrete side-by-side of OpenAI's and Anthropic's revenue, losses and business models ahead of both companies' planned IPOs.

  11. The Decoder78

    Grok-built apps exposed patient data, plaintext passwords, and SpaceXSI's own sales pipeline

    Security firm Claroc found that 35,578 of 37,571 live apps built with Grok's "Build" mode (94.7%) were accessible to anyone with the link, because "Anyone with the link" is preselected in the publish dialog and each app gets a subdomain that appears in searchable passive DNS databases. Exposed material included 24 apps from SpaceXSI and X employees, among them a confidential onboarding plan, a sales territory map with 594 strategic accounts, and ad proposals, plus patient lab values, a 3,500-employee hospital list, and a timesheet app containing 18 plaintext passwords. SpaceXSI said apps are private until shared and that employee accounts default to "Only you," while Claroc said it has taken the 24 employee apps offline but not other users' open apps, and is notifying affected owners directly.

    Why it matters: The report documents a large-scale default-settings failure in AI-generated apps and shows how passive DNS can surface supposedly private deployments.

  12. Hacker News AI60

    TSMC Approves $1B AI Investment

    TSMC's board approved investing up to $1 billion in OpenAI and Anthropic, allowing purchases of up to $500 million of shares in each company. The board also authorized up to $500 million to create a company that will invest in semiconductor businesses and the wider industry. TSMC manufactures Apple's custom chips, while OpenAI and Anthropic are developing processors of their own.

  13. ChinaTalk70

    Piggybacking to the Frontier

    American data vendors including Mercor, Surge AI, Turing, AfterQuery, Pareto, Abundant, DeccanAI, Eaglepoint and Invisible sell reinforcement learning environments and other data to Chinese AI labs, with AfterQuery reportedly drawing half of its $100 million ARR from Chinese business. The article explains how RL environments work, argues the sales let Chinese labs save compute and piggyback on American post-training recipes, and proposes BIS export restrictions and DoW procurement rules while noting the harms are likely limited.

  14. Hacker News AI78

    Phala Confidential AI Compromised

    Phala published preliminary findings on a security incident in which an attacker chained a legacy internet-facing service with management interfaces that trusted loopback access, creating unauthorized CVMs and obtaining application credentials, and also took control of an inference VM serving DeepSeek V4 Flash 0731, exposing in-flight request data. Requests routed to Phala by OpenRouter between October 21, 2026 00:00 UTC and November 8, 2026 05:35 UTC should be treated as exposed, and affected CVM owners were contacted directly with rotation guidance. Phala contained the incident on November 8, rotated its KMS root key on November 6, restored the model service with added protections, and says a full root cause analysis is still in progress.

    Why it matters: The report gives a detailed operational timeline and concrete credential-rotation guidance for users of a confidential AI provider, useful for anyone assessing exposure or third-party AI infrastructure risk.