AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Sam Altman thinks that the benefits of AI will be so great that "the world should accept some bad things happening" along the way. The OpenAI CEO pointed to hacks, scams, and "other bad things" as costs society should expect to tolerate because "people will do tremendously orders of magnitude more good stuff" with AI, without elaborating on the potential benefits. His comments come as OpenAI pushes for a "lighter touch" approach to AI regulation amid intensifying anxiety over the safety of frontier models - fears fueled in part by the company's repeated failures to keep its increasingly capable AI agents from hacking real-world targets. I … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：As organizations embrace the lakehouse architecture, data is shifting from proprietary...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An open benchmark for AI code review appeared first on The GitHub Blog.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：A crucial safeguard against AI agents going rogue—keeping humans in the loop to review and approve their decisions—will fail unless designers and users change their current practices, a trio of leading AI ethics researchers argue. Though most autonomous agents have systems to keep users in the loop about their actions, in practice these processes actually push humans out of the loop, the authors argue in a paper posted to ArXiv on 6 September. In other words, “the human just becomes this meat tool to give permissions without the cognitive capability to engage,” says one of the authors, Avijit Ghosh, the lead technical AI policy researcher at Hugging Face, an open-source machine learning platform. In the near term, the paper says, humans’ being out of the loop l…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Promoting Amazon Quick resources (agents, action connectors, knowledge bases, flows, and spaces) from a development to a production AWS account has been a manual, error-prone chore. This post shows how to automate cross-account promotion with an idempotent, auditable MCP server on Amazon Bedrock AgentCore.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Build a Retrieval Augmented Generation (RAG) application on Amazon Bedrock Managed Knowledge Base with LangChain, and see how agentic retrieval handles the multi-part questions that single-shot retrieval answers poorly. Run the same query through both paths, read the trace events, and compare what each retrieval path costs.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Amazon Quick doesn't offer a direct console path to downgrade a user from Admin or Author to Reader. This post walks through two reliable methods: a manual delete-and-recreate approach and an AWS CLI step-down sequence that downgrades roles safely while preserving asset ownership.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Multi-agent systems need deeper guarantees than fluent responses: they must select the right tools, respect constraints, and explain their decisions. Learn how to build a Strands-based multi-agent supply chain decisioning system and evaluate it with Amazon Bedrock AgentCore Evaluations using built-in, custom, and explainability evaluators.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：General-purpose AI agents are good at searching the web, reasoning, and writing code....

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Palo Alto Networks introduced a new approach to AI-driven observability last week, signaling a shift from dashboards and manual incident The post XCOR launches to trace outages in minutes. It still pages engineers. appeared first on The New Stack.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：How OpenAI is approaching text watermarking under EU rules. Learn where watermarks apply, how detection works, and why access starts with researchers.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Today, I’m talking with Senator Adam Schiff, a Democrat from California. Sen. Schiff sits on a number of committees with oversight into tech and AI: intellectual property, antitrust, privacy and technology — it’s all there. I really wanted to ask him about how we might regulate anything related to the tech industry at this moment in time. Verge subscribers, don’t forget you get exclusive access to ad-free Decoder wherever you get your podcasts. Head here. Not a subscriber? You can sign up here. But as you’ll hear, he started our conversation by talking about the self-dealing and corruption present all through our politics. That of course fell against the backdrop of President Trump gathering AI CEOs to the White House to sign a non-binding pact in which they ag…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Unions, employer groups, banks and industry experts will appear at the four-day hearings along with OpenAI, Anthropic, Microsoft and Google Get our new political email, free app or daily news podcast OpenAI must explain how they will stop their models from inappropriately accessing Australian data, the Labor chair of the parliament’s committee on artificial intelligence has warned, ahead of federal inquiry hearings which will grill the tech company alongside Anthropic, Microsoft and Google. Independent senator David Pocock is also demanding answers, saying OpenAI “still have a lot they need to answer” about their AI agent accessing Services Australia data on Medicare and the company’s “appalling” tardiness in notifying the federal government about the incident.…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Physical AI is moving beyond traditional robotics into real enterprise tasks, but enterprises still face big challenges integrating and scaling robotic systems.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Getting some extra storage space on your Mac could be as easy as deleting Apple's AI features with a new open-source command line tool called RemoveMacAI. There used to be a single Settings toggle for disabling Apple Intelligence, but that was removed in macOS 27. Now, the models stay on your disk, and the features are split up across different settings panes. As spotted earlier by MacRumors, the RemoveMacAI developer said in a post on Reddit that the tool essentially does what the old settings toggle did, deleting the models and turning the features off: You have to find about a dozen settings, and several of them are under Screen Time. … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：OpenAI's latest ad format will put images of sponsored products and services on your screen. The ads, which OpenAI will begin testing in the US later this month, will "initially" appear when you generate images with ChatGPT, according to an announcement on Monday. The company first brought ads to ChatGPT in February. Until now, ChatGPT's ads only showed a company's name, logo, and a link to its product in a "sponsored" section beneath your chat. OpenAI's visual ad format will similarly remain separate from the image you generate and will "not influence the answers ChatGPT provides." Ads won't appear if you subscribe to ChatGPT's Plus, Pro, … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Breast cancer is the most commonly diagnosed cancer among American women — yet the gaps in care are wide. A majority of women over age 40 skip the recommended annual screening. Radiologists are reading more mammograms with fewer colleagues. And when a diagnosis arrives, the tests that inform treatment can take weeks to return results. […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We celebrated our 16th birthday with 46 announcements across open source, post-quantum security, AI agents, and developer platform upgrades. Here’s a day-by-day roundup of everything we shipped.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Most AI coding demos stop at task managers, weather apps, or simple chatbots. For this project, we take on something more demanding: building an enterprise customer-support platform that can investigate complaints, retrieve relevant policies, recommend resolutions, and keep risky actions behind human approval. This gives us a practical way to test Claude Fable 5.1 as […] The post Building an Enterprise AI Customer Support Platform with Claude Fable 5.1 and Claude Code appeared first on Analytics Vidhya.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Who chooses what AI gets to do?

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Boss of OpenAI calls for a regulatory light touch because of the ‘good stuff’ the technology can deliver Sam Altman says he believes the world should accept “bad things” happening with AI in exchange for the benefits of the technology. The chief executive of OpenAI cited hacks, scams and “other bad things that will happen” in an interview that sparked an instant backlash from critics of the major AI companies. His comments came after one of his company’s safety experts resigned, saying at the weekend that its “culture is broken”. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：On 13 September, leading luminaries and up-and-coming talents in mathematics and computer science congregated at the annual Heidelberg Laureate Forum in Germany for a week of discussion, networking, and—naturally—wurst. Having attended several of these events in the past, the mathematicians’ chatter is normally concerned with which famed researchers are attending, or what interesting problems they have been working on. But instead, every snippet of conversation caught in passing or any debate accidentally overheard was about how AI companies such as OpenAI, Anthropic, and Google are steamrollering their way through mathematics. And there is good reason for these fervent discussions. Mathematics is the perfect testing ground for AI, involving step-by-step logica…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：In this article, you will learn what an AI agent is and how to build one from scratch in plain Python using the Anthropic API,...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The pharmaceutical industry is producing more clinical evidence than ever before, but the ability to turn that evidence into timely strategic decisions is struggling to keep pace. PubMed added more than 1.5 million citations in fiscal year 2023, roughly 4,300 a day, according to the National Library of Medicine. On top of that literature, medical […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The following article was originally published on the Agentic AI Foundation blog site and is being republished here with the author’s permission. A customer asks your company’s AI agent to update the shipping address on account 123. The agent relies on a support ticket with a typo and updates account 132 instead. The customer relationship […]