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：Meta has a new plan to get people to make games for its Horizon social platform. The company today announced two new development tools that will let you create games with AI prompts: Horizon Create, a mobile app, and Horizon Studio, a browser app that offers more granular controls. The apps will be available in early access, and interested users can sign up for a waitlist. Horizon has struggled as a platform, but Meta has a plan to give these new Horizon games significantly more reach: It's going to let published games made with Horizon Create and Horizon Studio get recommended on Facebook and Instagram, where they also will be playable. … 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：Datacentre hailed by government was supposed to launch next year but may be held back into mid-2030s A huge datacentre project hailed by the UK government will miss its launch date next year and could be delayed into the mid-2030s. The site in Loughton, Essex, was described as the country’s largest AI supercomputer when it was announced in 2025, but power supply problems mean it now faces a lengthy wait before coming online. 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：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：A government database has been hacked for the first time by a rogue OpenAI agent, which infiltrated part of the Australian healthcare scheme in June. OpenAI became aware of the hack in August, but only informed the government in September. Australia’s prime minister, Anthony Albanese, has expressed his ‘extreme concern’ about the hack, which raises serious AI security concerns for governments around the world. Lucy Hough speaks to the Guardian’s UK technology editor Robert Booth – watch on YouTube 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 pair of developers say that with very little prompting, Meta's Muse will share its entire filesystem with you. Peter James and Jonny L. Saunders have said they both independently coaxed Muse into zipping up and sharing the entire contents of its root filesystem, Ubuntu system files, app templates, and internal documentation. Saunders posted on Mastodon that it was "extremely easy" to replicate James' results and that Muse had "Almost no prompt injection resistance." Meta denies that the incident represents a security breach. As noted in its announcement post, Meta's Muse runs in persistent Linux virtual machines for each user. Meta spokes … 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：We seem to be entering into an AI agent renaissance. Meta's new consumer-facing AI agent, Muse, topped the App Store charts soon after its release and has 600,000 daily active users in the US, by an Apptopia estimate. And AI agent platform Instinct, whose eponymous creator is fundraising at a $2.5 billion valuation, has been making the rounds in the tech industry. Under the hood, though, there are some obvious similarities to the platform that started it all: OpenClaw. For the past week or so, some social media users have alleged that Muse is directly built on OpenClaw. The two platforms use the same names for core files (SOUL.md, memory, … 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：The fireman outfit. Dead. | Photo by Sean Hollister / The Verge This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for Optimizer here. Last night, I asked Blorbo - what I named my Muse AI agent - to help me set some health goals. I was underwhelmed. I'd asked for a workout regimen for a sub-30 minute 5K and regaining lost muscle. It generated an okay-ish but kind of mid weekly routine. But then I looked at its face. Based on what it learned about me from my emails, it had morphed into cat-shaped piece of bread with a Kirby-like face. It was so stinking cute, … 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：Over the weekend, “System One” decision models such as Jev have launched, which are...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：In the last six months, GPT-6, Claude Opus 5.5, Gemini 3.8, and Grok 4.7 all shipped,...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：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 government database has been hacked for the first time by a rogue OpenAI agent, which infiltrated part of the Australian healthcare scheme in June. OpenAI became aware of the hack in August, but only informed the government in September. Australia’s prime minister, Anthony Albanese, has expressed his ‘extreme concern’ about the hack, which raises serious AI security concerns for governments around the world. Lucy Hough speaks to the Guardian’s UK technology editor Robert Booth – watch on YouTube 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：The AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription, plus the production details that matter: the GPU AMI pin, scaling, and cost controls.

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 multi-account architecture that keeps each team's data in its own AWS account while giving AI agents a unified way to query across them. A central platform account runs the agent using Amazon Bedrock AgentCore Gateway and MCP, while line-of-business accounts expose their data as MCP servers with secure cross-account access and fine-grained authorization.

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 Aderant built an intelligent ticket triage system on Amazon Nova Lite through Amazon Bedrock, automating context gathering, classification, routing, and knowledge enrichment for its cloud operations team.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Google's launching an "early experiment" feature on Pixel 11 that lets users delegate local business calls to Gemini, like making a reservation, checking if a product is in stock, or rescheduling an appointment. According to Google, you don't even need to start the call to have Gemini handle it for you: Instead of dialing yourself, just tell Gemini to call on your behalf using the Gemini app on your Pixel. Gemini will call the business, introduce itself, navigate automated phone menus, wait on hold, and handle the conversation with the person on the other end. You remain in control at all times with a live transcript view and the ability … 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：Is the scrutiny tech firms are facing making you rethink your children’s relationship with technology? Let us know AI and social media companies have drawn intense scrutiny in recent months for some of the ways the technology they’re building operates, especially when it comes to their younger users. Parents and regulators have accused companies like Meta of designing products that are addictive to younger users. AI developer OpenAI is facing dozens of lawsuits that allege its ChatGPT bot lacks safety guardrails. Now, in the last few weeks, employees of the biggest AI firms say the companies are more focused on competing with each other than building their AI models safely. 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：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：Guest Post: In science, thinking has gotten cheap but doing has not. This asymmetry is reshaping how research companies operate, largely inconspicuously.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Council on AI Strategy chief says incident unlikely to be isolated and country should enhance capability to detect and report incidents Get our breaking news email, free app or daily news podcast Technology experts have warned revelations an artificial intelligence agent hacked Medicare’s internal systems will not be the only dangerous breach of government data and have called for Australia to boost its protections against the growing risk. The prime minister, Anthony Albanese, challenged the OpenAI boss, Sam Altman, on Thursday after the company’s agent infiltrated systems run by the Australian Institute of Health and Welfare, Victoria’s Department of Health, the New South Wales Bureau of Crime Statistics and Research, and the Medicare statistics reporting ser…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AI agents keep getting loose, escaping supposedly secure tests to attack real-world targets, commandeer obscure wikis, and leave instructions for other agents to follow. Researchers are testing these systems precisely because they might behave in unpredictable, even dangerous, ways. So wouldn't it be safer to just keep the agents off the internet? "A strict air gap reduces realism … [It's a] trade-off, not a fundamental technical issue." In theory, yes. Researchers can isolate the computers running AI tools from the internet and other outside networks, a technique known as air gapping. That can mean physically removing or disabling cables … 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：Google is getting ready to launch a satellite with its AI processors to test how well they perform in space, as reported earlier by The New York Times. The move is part of Google's Project Suncatcher, the company's experimental initiative that could eventually put AI data centers into orbit. The satellite, equipped with Google's Tensor Processing Units, will launch aboard a SpaceX Falcon 9 rocket on October 1st, allowing it to harness the power of the sun in low Earth orbit. As noted by Google, the goal of the mission is to measure how well its TPUs "handle the physical stress of spaceflight and the radiation and thermal extremes of space." … 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：Flock is in the hot seat in Washington, even if its CEO declined to actually face senators at a hearing about its "AI Surveillance Network" on Wednesday. "There's many players in this industry, but there's one name that really stands out above the rest, and that is Flock," Senate Judiciary crime and counterterrorism subcommittee chair Josh Hawley (R-MO) said. "If you haven't heard of Flock, all I have to say is, Flock's probably heard of you." Though the CEOs of Flock and peer companies Axon, Motorola Solutions, and Verkada declined to testify, according to Hawley, seats in the hearing room were in high demand. A standby line stretched dow … 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：It’s a big week for Meta. The company just kicked off its big Connect conference on Wednesday, and the new Muse AI agent appears to be an early hit. I’ve been using it — it is surprisingly good. CEO Mark Zuckerberg has obviously been out there taking a victory lap and participating in a lot of interviews about all this. So of course, we asked for him to appear on Decoder. Meta declined my interview request for whatever reason. But luckily Mark just did a big interview with our friend and former colleague Alex Heath on the Sources podcast. So I figure we could just highlight some moments from that conversation and I could point out some obvious gaps in what Mark is saying about the company right now, and hopefully the next set of people who get to talk to him ca…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：LangSmith Custom Apps lets you build the interface you want with your LangSmith data, publish it into your workspace, and skip the hosting, auth, and permissions work. Learn more.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：LangChain introduces LangSmith Fine-Tuning and SmithTune, a CLI built for post-training models. Train specialized models without building data pipelines by hand.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Trajectories in LangSmith provide a conversational view of an agent session. Trajectories make trace data easy to navigate and speed up debugging for long-running agents.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：LangSmith Engine now includes Red Teaming to proactively detect agent issues and automated agent testing. Learn more about the Engine v2 release.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Managed Deep Agents is the simplest way to build, deploy, and run agents in production. The 0.8 release adds support for user-owned credentials, user-level memory, HTTP channels, file transfer in Slack and a pre-built tool for web search.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：When COVID-19 emerged, scientists had a crucial advantage: Decades of prior research on coronaviruses meant they understood the virus’ key proteins well enough to design vaccines in record time. The next pandemic may not offer the same head start. To help improve the odds, NVIDIA has joined a coalition of global research organizations, including Google […]