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念股的下跌。分析师表示，如果OpenAI这样的头部AI公司实际收入规模没有此前市场认为的那么大，那么英伟达、甲骨文、CoreWeave等公司未来投入数千亿美元建设AI基础设施的需求，是否真的能持续？ 不过，知情人士表示，营收差异源于投资者试图将OpenAI与竞争对手Anthropic的年化营收进行直接比较，但两家公司采用不同统计口径：Anthropic将通过AWS、谷歌云等云合作伙伴产生的销售收入计入营收，而OpenAI并未采用这一方式。 OpenAI在一份面向投资者的演示材料中披露了最新财务情况。除约500亿美元的年化营收外，OpenAI还强调，公司第三季度整体营收运行率增长77%，其中企业业务的营收运行率增长更是达到107%。 目前，OpenAI正面临证明其上万亿美元估值合理性的压力。与此同时，随着市场普遍预计该公司将进行一场规模可观的首次公开募股(IPO)，OpenAI也在为上市做准备。 OpenAI已于今年6月秘密向监管机构提交了上市文件，公司高管此前释放信号称，OpenAI有望于2027年上市。 在此期间，OpenAI正在与投资者就新一轮融资进行早期洽谈。据此前报道，公司可能

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on. The attacker used ARTEX , a Chinese open-source tool first posted on GitHub in July that uses AI language models for automated penetration testing, meaning it finds security flaws on its own. The models behind it were DeepSeek v4.1-flash, GLM-5.3, and Grok 4.6. Researchers found Claude Code session logs on the attacker's open directories, showing searches for Telegram groups to sell stolen data. Crowdstrike says the case shows how AI tools can let a single person pull off massive breaches in

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sperson said in a statement. The report comes amid growing scrutiny of technology designed to maximize young users’ attention. Meta recently agreed to settle for $18 billion in a lawsuit brought by 29 states over claims that its social media platform harms children with addictive features, while state and federal lawmakers have begun targeting similar dynamics in chatbots. The bipartisan CHATBOT Act , introduced this year, specifically calls out AI companies’ use of “rewards, notifications, and

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pecific pooled investment vehicles — which should be read in their entirety, and only to those who, among other requirements, meet certain qualifications under federal securities laws. Such investors, defined as accredited investors and qualified purchasers, are generally deemed capable of evaluating the merits and risks of prospective investments and financial matters. There can be no assurances that a16z’s investment objectives will be achieved or investment strategies will be successful. Any

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ng event is hard to do, and I think that victims and victims' families should be afforded every opportunity.” Read the rest of this story here. MORE FROM 404 MEDIA A flock of new laws incoming. Several recently introduced pieces of legislation would, if passed, dramatically curb federal agencies’ access to Flock cameras, with the lawmakers referencing reporting by 404 Media in their explanations for why the legislation is needed. “At a time of growing concern about the unchecked power of artific

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al controls specifically so parents would be notified during crises and built an entire Teen Safety Blueprint around that promise, which is now central to its defense in multiple lawsuits filed after documented teen deaths linked to ChatGPT. The company's own data shows roughly two million people per week suffer psychological harm from the service, and its behavioral age prediction system, meant to catch minors on adult accounts, failed the most basic scenario in this test. With Florida already

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s with the CEO. Every company leader must ensure proper oversight, and AI doesn't change that. If OpenAI carries directors and officers (D&O) insurance, it could cover costs from lawsuits against Altman. Insurance broker Aon has reviewed over 300 AI-related legal cases and flagged risks lurking in cybersecurity, intellectual property, and tech failure policies. But there's no case law to lean on yet. Hiscox CEO Aki Hussain says it's too early to know how U.S. courts will handle AI agent liabilit

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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in a prompt can degrade an AI agent's use case while unit tests stay green. Evaluation gates catch what unit tests can't: a candidate that fails the regression suite doesn't ship. AWS experts demonstrate how gates get built in their workshop on Oct. 27. Learn how to: Describe agent behavior in one versioned configuration across change types; Gate promotion on evidence at each point built for variable output; Revert behavioral regression with one API call; Keep quality assurance running after dep

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。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「g

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nd signed what appeared to be hastily written, non-binding pledge to implement more safety controls . But in Robinson’s view, the debate needs to go beyond “specific rules or new laws,” addressing the overall culture at these companies. And while much of the reporting around OpenAI has focused on how the company’s CEO Sam Altman lost the trust of former colleagues , Robinson’s essay suggests that OpenAI’s culture issues are the same as those of Silicon Valley at large. “OpenAI has thrived by tri

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The state, which is home to many AI companies, is one of the first to roll out workplace regulations targeting the technology California’s laws aimed at protecting workers from the impacts of artificial intelligence could pave the way for broader workplace safeguards across the US as calls for regulating the technology mount. As the federal government goes hands-off on AI, California is taking the reins to address workers’ biggest fears. On Thursday, California governor Gavin Newsom signed a sui

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ni. She accused HCA of routinely deleting data the tool uses to create schedules, which prevented auditing how well it worked and she claimed may have violated several healthcare laws. (HCA has yet to formally respond in court, and Russell declined to comment.) Timpani was built on Palantir Foundry, a software platform for storing and analyzing different data from across a company’s operations. Named after the beat-keeping musical instrument, it uses algorithmic forecasts of patient volumes and

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A federal judge has dismissed a pair of antitrust lawsuits filed by Chegg and Rolling Stone parent company Penske Media Corporation, which accused Google of driving away web traffic with its AI-powered search features, as reported earlier by Reuters . US District Judge Amit Mehta takes Google’s side in a ruling on Wednesday , writing that PMC and Chegg’s claims don’t stand up to antitrust law. In lawsuits filed last year, Chegg and PMC accused Google of abusing its monopoly power by coercing pub

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n-technical adoption builders doing fun shit founders working on dev tools/infra potential LPs (individuals) go to deli board reach out on twitter Ben’s Bites is brought to you by AWS Marketplace Most ML teams build data pipelines before they’ve validated their approach. Databricks Data Intelligence Platform skips that step with data federation. Connect directly to Amazon Redshift, experiment on live data, and apply MLOps tooling like CI/CD to your ML lifecycle. See how it comes together. OpenAI

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ta’s denial, many people are still suspicious that Meta isn’t being truthful. That’s not surprising , given the tech giant’s years of mishandling consumer data , which has led to lawsuits , FTC violations , and fines . Just days ago, for instance, a New Mexico jury determined the tech giant had misled users about its data practices in a case that resulted from the 2018 Cambridge Analytica data breach scandal. Whether users can trust Muse will be a deciding factor in whether or not Meta wins the

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from our business to do this," Zuckerberg wrote last summer. By June 2026, Meta was openly detailing its massive compute infrastructure , including partnerships with Nvidia, AMD, AWS, Arm, and Broadcom, alongside its own custom MTIA chips. None of this sounds like an experiment. Zuckerberg himself said in January 2025 that these data centers would "drive our core products and business." The tax credit dates back to a 1981 law. James Shannon, the congressman who introduced it, told the NYT it wa

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Musk (xAI) signed a voluntary pledge at the White House committing to independent external audits of their AI models. Ferguson cautioned that major AI companies shouldn't push for rules only they can meet as a way to box out rivals. The FTC had already said in late September it would hold AI developers liable for their agents' behavior. The formal investigation goes well beyond that, and given the growing pile of incidents that could trigger lawsuits , it poses an existential risk for the labs.

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n a year, while another that joined a few months ago has earned around $50,000 to $60,000, The Information reports. Google’s AI-focused search changes have not only drawn criticism and lawsuits from publishers , but also from regulators around the globe . In June, the UK ruled that Google must allow publishers to opt out of appearing in AI search features, while the European Union opened an investigation into its impact on web traffic and recently ordered it to make changes to its search engine.

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ing concerns around AI safety — “confidence that the technology is operating as intended.” A later passage also says that “over time, it may make sense to codify these steps into laws or regulations.” In their current state, these rules are mostly vague, common-sense safety procedures for any tech company, and don’t mention any penalties for violating the agreement, making this little more than a pinky promise from AI leaders to do the bare minimum. And that’s despite Google , OpenAI , and Anthr

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