AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：How we built a model router into Open SWE's harness that cut median cost per coding task by 64% with no measurable drop in quality, and how to build your own.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Advanced AI may matter most for the routine work behind breakthrough ideas. Explore why execution could shape the next economy and the pace of progress.

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：Generative AI makes it cheap to produce personalized content at scale, but which variation do you show each customer? Amazon Payments used a multi-objective contextual bandit on Amazon SageMaker AI to personalize an acquisition funnel, achieving a high single-digit conversion lift for one audience, and learning why content, not the model, was the constraint.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Tech company releases Gemini 4 Argon only to a vetted group of cybersecurity experts to avoid misuse by hackers Google on Wednesday said it would withhold its most powerful artificial intelligence model from the public for now, releasing Gemini 4 Argon only to a vetted group of cybersecurity experts to avoid misuse by hackers. “Safely releasing frontier capabilities at this level requires a phased approach,” wrote Koray Kavukcuoglu, Google’s chief AI architect, in a blogpost announcing the model. 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：Millions of robotic machines are already operating in factories worldwide, but oversight and safety standards risk falling behind.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through building framework-agnostic ambient agents on Amazon Bedrock AgentCore using Amazon SQS, AWS Lambda, and Amazon DynamoDB, with a single ask_human tool and a Jobs page for human-in-the-loop review.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The unstated disagreement that underpins safety debates

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Learn how to configure secure, multi-environment access to Claude Platform on AWS from a single subscription: cross-account SigV4 for AWS workloads, workspace-scoped API keys for developers, and OIDC federation for external environments, with workspace-level isolation in a dedicated AI Services account.

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 Sight is a fully managed, cloud-native business intelligence (BI) capability for building and publishing interactive dashboards. The new hierarchy filter gives dashboard authors rich, multi-level filtering in a single compact control, reducing clutter and guiding readers to the data they need in fewer steps.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Albertsons Cos. is using ChatGPT Enterprise and the OpenAI API to help teams work faster and make grocery shopping easier for millions of customers.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AWS on Thursday launched Strands Decider 2B, its take on decision models like Jev, Kev, imajev, Laya, and others. TypeSafe’s Jev kicked off the current The post AWS launches a local answer to TypeSafe’s Jev decision model 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：We are introducing Clef and Clef-flash, open-source decision models hosted on Workers AI for high-speed classification and agentic workflows. Also launching: a new reinforcement learning platform that allows developers to fine-tune decision models using their own data.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：See how uniopen, a retail platform from Taiwan's Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its content-moderation policies using supervised fine-tuning in Amazon SageMaker AI and prompt optimization. Business-relevant evaluation and release gates kept quality in check.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Maker of Claude claims AI could transform economy but ABC and SBS say the technology should be subject to media regulations Get our new political email, free app or daily news podcast AI giant Anthropic has urged the Albanese government to consider giving “conditional approval” for big tech to train its models on Australian copyrighted works under an opt-out model, after conceding it won’t secure a blanket copyright exemption. But Australia’s public broadcasters, the ABC and SBS, have strongly criticised AI firms, calling on the government to enact strict new rules to compensate media organisations and protect public interest journalism. Sign up for Guardian Australia’s Politics, really newsletter here 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：A pop-up shop for "dots," a personal assistant agent at OpenAI DevDay 2026. (Photo by Heather Diehl/Getty Images) | Getty Images At OpenAI's annual DevDay conference, the company pulled out all the stops to compete with its rivals - primarily Meta, whose Muse AI agent platform has seen early runaway success. CEO Sam Altman walked onstage to cheers and announced Dots, a "real-deal AI" agent powered by GPT-6 Astra, "inspired by the cool agents that we all watched in movies growing up." Similar to Muse, Dots aims for disarming cuteness, taking the form of colorful, personalizable blobs with eyes. OpenAI fired shots at Meta by demonstrating Dots' ability to not just act as helpful assistants but build metaverse-esque virtual worlds. But in one key area, Dots striki…

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 Josh Dzieza, a longtime features writer here at The Verge, about Kevin O’Leary’s plans to build a massive data center in Utah. The idea was to build the world’s biggest data center — a 40,000-acre AI campus with nine gigawatts of power, or more than double the average power usage of the entire state of Utah. The project is technically called Stratos, but it’s more prominently known as Wonder Valley, a reference to O’Leary’s nickname on Shark Tank. Josh has spent months reporting on this project, and it’s fair to say Wonder Valley has completely upended Utah politics. What Josh found throughout the course of his reporting was that the way this data center came together — how it was planned, how it was announced and approved, and how local…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：A proposed qubit made with superfluid helium could cut quantum computing error rates by around 100 times by shielding quantum information from common forms of electromagnetic noise. If experiments confirm the predictions, the technology could eventually work alongside today’s superconducting qubits or serve as a new kind of quantum memory.

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：AI sovereignty is not a zero-sum game, but many governments now believe it is. Cloudflare's answer: more local open-source models, model-agnostic security tools, and a commitment to giving nations genuine choice.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：UCLA researchers built an AI system that uses light to analyze more than a dozen videos simultaneously, detecting deepfakes with nearly 98% accuracy. Its speed, low energy demands, and resistance to attacks could make it a powerful tool for screening the growing flood of AI-generated video.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Spooky season is streaming in. Alongside falling leaves, pumpkin spice and everything nice, 25 new games are joining GeForce NOW throughout October, including six ready to play this week. From a new CONTROL Resonant reward for Performance and Ultimate members to The Witcher 3: Wild Hunt – Remastered joining the cloud, this GFN Thursday is […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AI factories are built by the megawatt, even by the gigawatt. Each megawatt factory costs roughly $60 million, and AI factory operators will only commit capital on that scale with a clear view of the return on investment. Three key things shape AI factory returns: Earning capacity: What the factory could earn in a year […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AI Search is now generally available. It embeds image pixels directly for visual search, runs optical character recognition on scanned PDFs, accepts files up to 10 MiB, and works with any chat model. Here's what's new and how pricing works.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Cloudflare OS gives everyone in your organization an agent workspace that knows how your company works and connects to its data and systems. We’re opening the waitlist for fully managed deployments that you’ll be able to launch in a few clicks.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Marketing leaders today face greater complexity than ever before. They work with...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Chain Visualization: Reading the Trace Waterfall The spans from the last section don't mean much as a raw list.

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 how to add a lightweight temporal reasoning layer to a Graph-RAG system so that it can distinguish fresh facts...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Multi-node GPU clusters with RDMA, gang scheduled from Modal's shared capacity pool and billed by the second, behind a single decorator.

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