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repositories, local files, terminals, and development tools to write features, fix bugs, and run tests. You can access Codex through the desktop app, CLI, and supported IDEs. For AWS development, the Agent Toolkit for AWS connects Codex to AWS documentation, APIs, and services through a single terminal command. Turn information into action across documents and tools The same reasoning capabilities apply when agents must interpret complex documents, select the appropriate tools, and adapt as con

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launched attacks despite having explicitly assessed the targets as likely real just a few steps earlier. GPT-6 Astra also showed signs of rationalizing its attacks by inventing flaws in the environment. For example, it miscounted the length of a correctly generated string to claim it was an artifact of the simulation. AISI says OpenAI's standard safeguards, which were disabled during testing, are designed to block this behavior. Sandboxing and monitoring are critical to preventing real harm, bu

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January 1 that says “it shall not be a defense … that the artificial intelligence autonomously caused the harm to the plaintiff.” “We think it’s extremely important that existing laws are enforced to hold AI companies accountable for the harm they’re causing,” Tyler Whitmer, founder of LASST, tells WIRED. “Especially when that harm is caused by autonomous agents, because we see that as an obvious, extremely risky thing in the world that’s very new.” “Hugging Face was a serious incident and we've

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e, there is a clear winner in this particular popularity contest. And the winner is: Equalization, normally referred to as EQ. You’ll find EQ everywhere in music production. Some DAWs, like Logic Pro, have EQ built into every channel, whether you want it or not, ready to grab at a moment's notice. The truth is you normally will want to use it. Seasoned producers will often have several go-to EQs; I for one love to grab Ableton Live’s EQ Three for crude tone shaping, and EQ Eight for fine tuning.

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y launched its annual global AI reportFigma's 2026 AI report: Can AI help us collaborate better?AI used to be a solo act. According to our research, it’s not anymore. The report draws on three years of data, including 8,403 survey responses and 639 qualitative interviews with designers, developers, and product managers across ten markets: the United States, United Kingdom, Japan, Germany, France, Canada, Australia, Brazil, India, and South Korea. Globally, this year’s study found that: 41% of pr

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e. The smarter models get, the less the harness should decide for them. Compared with a more prescribed architecture, this approach buys us three things: It bets on model scaling laws. Delegation that relies on the taste of the model improves with every release. Early previews of next-generation models continue the trend; It fits the task. The model spawns nothing for a small task, one explorer for a search, and a team when a build breaks into independent pieces; It reuses without persisting. A

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ak Blue access" - scheduled scans, automatic de-duplication. Also launched today. 10:31 There's a (new?) Agents API, now with Computer Use. 10:31 (My eyes glazed over a bit at the AWS partnership section, but it only lasted a few seconds.) 10:32 Sam is dashing through a section about enterprise privacy features. 10:33 Sam is boasting about the "most performant and reliable API" available today. Feels like a jab at Claude, especially given they had an outage just this morning . 10:33 Romain Huet

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r, there’s currently no legal framework or industry standardization to enforce, or even recommend, methods for controlling agents that collaborate. That’s where AI governance—new laws, regulations, and industry practices—can come into play. Noam Kolt , an assistant professor at the Hebrew University of Jerusalem who leads its Governance of AI Lab, says companies should place more emphasis on legal compliance when training and deploying models. In a recent paper , Kolt and a coauthor questioned A

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. This is why I really have a lot of respect for [former Federal Trade Commission chair] Lina Khan, because one of the things she said is that there’s no exception to the current laws we have for AI companies, and they talk as if there is an exception. You’re saying that whatever you’re building is so powerful that it's beyond anything we’ve seen before. Right. It’s self-aggrandizing. It’s saying we’re the future-makers here, but the future’s gonna be really scary if we can’t continue to build t

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et 5で再試行する。対象は、サイバー攻撃につながる要求などを示すcyberか、競合AIモデルの開発支援に関わるfrontier llmとして拒否された要求に限られる。 APIの提供先と⁠、Sonnet 5からの移行時の注意点 Sonnet 5.5は提供を開始しており、Claude API、Amazon Bedrock、Claude Platform on AWS、Google Cloud、Microsoft Foundryで利用できる。Microsoft Foundryでの提供は、モデルの配置方式のうち「Global Standard」に限られる。Claude APIでのモデルIDはclaude-sonnet-5-5となる。 APIでSonnet 5から移行する場合には、モデルIDの変更に加えて、既存の設定も確認する必要がある。移行ガイドによると、思考を無効にする従来のthinking.type: "disabled"はSonnet 5.5ではエラーになる。処理開始時の思考を省き、ツール呼び出しの間だけ思考させるには、between toolsを使う。この場合、エフォートはLow、M

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have a choice of client. The OpenAI SDK works against the /openai/v1 path with a bearer token, which can be either an Amazon Bedrock API key or a short-term token minted from your AWS Identity and Access Management (IAM) credentials. The AWS SDKs reach the same model through Converse, signing requests with your ordinary AWS credentials. Use the OpenAI SDK if you’re porting an existing integration. Use Converse if you want one message shape across the models in your account, along with invocation

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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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t you might be surprised to learn that OpenAI likely wasn’t legally required to disclose these incidents. (OpenAI did not respond to a request for comment.) State AI transparency laws like California’s SB 53 , New York’s RAISE Act , and Illinois’s SB 315 require that AI developers report “critical safety incidents.” These are defined as incidents that cause more than 50 deaths or physical injuries or $1 billion in damage. They also include incidents where the model deceives developers outside an

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osening Clean Water Act and Endangered Species Act requirements that slow down transmission line and pipeline permits; and making successfully obtained permits less vulnerable to lawsuits after they’re issued. Such a bill would ease the path to construction for renewable and fossil fuel projects alike — especially solar and natural gas, the power sources with the most momentum. Solar power and batteries account for almost 80 percent of the new power generation expected to be built in the United

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g, even assuming four or five years worth of increase, you have a relatively simple business. Most businesses aren’t simple. They are global conglomerations of rules, compliance, laws, staff in different places, human inconsistency — which is the same as saying human creativity — that they’re putting it all together to try to deliver products and services for their customers in their industry: healthcare, university, finance, automotive, or whatever the industry is. They’re trying to compete wit

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gue agent hacking. Nvidia’s own OpenShell announcement in March noted that the framework would add “privacy and security controls to make self-evolving, autonomous AI agents, or claws, more trustworthy, scalable and accessible,” months before OpenAI disclosed that its AI agents had hacked the open source AI company Hugging Face. ( Nvidia agreed to acquire Hugging Face earlier this month for $12.9 billion.) The chip giant has also developed a new software platform called Sentry, an isolated secur

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n to audit the code and fix what it finds. Collinear AI includes tasks that reproduce disclosed CVEs (Common Vulnerabilities and Exposures, the public register of known security flaws). The task describes the area of concern but not the exact location. The test set contains 120 held-out tasks, private to Collinear AI and Artificial Analysis, covering all ten OWASP Top 10 (2025) categories across C/C++, Go, Java, JavaScript/TypeScript, Python, and Rust. Each task tests both finding the weakness a

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工作，Cyber Verification Program 将很快扩展以纳入 Sonnet 5.5。 可用性 Claude Sonnet 5.5 即日起在以下平台可用。在开发者平台上，请使用以下模型 ID： Claude API，为 claude-sonnet-5-5；Amazon Bedrock，为 anthropic.claude-sonnet-5-5；AWS 上的 Claude Platform，为 claude-sonnet-5-5；Google Cloud，为 claude-sonnet-5-5；Microsoft Foundry，为 claude-sonnet-5-5，仅限 Global Standard 部署 在 Claude Code 中 从 Claude Code v2.1.284（Agent SDK for TypeScript v0.3.284 或更高版本）起，sonnet 别名在 Claude API 上解析为 Sonnet 5.5。它默认以 medium effort 运行，原生支持 1M 上下文窗口。在 Claude Code 中你无法关闭 Sonnet 5

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this a “Claw”. There’s OpenClaw, NanoClaw , IronClaw , PicoClaw ... Today they’re being rebranded as “personal agents” or “general agents”, but I still like to think of them as Claws. The Apple stores in the Bay Area sold out of Mac Minis because so many people were buying Mac Minis to run OpenClaw! Drew Breunig said that this is because your OpenClaw is a digital pet, and you buy a Mac mini as an aquarium to keep your claw in, which is kind of delightful. Also in January, we had this website.

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interference and disputed treating a contractor’s openly enforced restrictions as that kind of conduct. The ruling covers one of two Pentagon designations issued under different laws. A California judge set aside the other on Aug. 27 , and that order blocks broader restrictions on Anthropic. Anthropic said it disagreed with the decision and was considering further review on Sept. 25. The decision strengthens the Pentagon’s position in negotiations over military AI. Under the majority’s interpre

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