AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：JetBrains released Mellum2.1, an Apache 2.0, 12B mixture-of-experts thinking model with 2.5B active parameters. RL in real repositories lifted its SWE-bench Verified score from 2.0 to 47.0. The post JetBrains Releases Mellum2.1: A 12B MoE Open Model for Coding Agents appeared first on MarkTechPost.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Build an agent that pays for real purchases. Restock runs in Slack on Managed Deep Agents and pays with Stripe's Link over the Machine Payments Protocol.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Google has released an experimental note-taking app that can transcribe meetings and audio files entirely offline, as reported earlier by TechCrunch. The app, called Google AI Edge Foresight, is free to use and runs on macOS using the company's on-device EmbeddingGemma 2 model. Similar to AI note-taking apps like Granola and Wispr Flow, Foresight summarizes your meetings while providing a space where you can take your own notes. Google says you can jot down shorthand bullet points during your meeting, and the app will transform them into "polished notes" based on the information in the transcript. Along with transcribing your meetings, For … Read the full story at The Verge.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：If there is any place that would be off-limits to AI, the control room of a nuclear power plant certainly sounds like one. The nuclear industry is historically cautious and risk averse—understandable given the possible catastrophic consequences of an accident or a mistake. Even well-trained managers struggle with the operational complexity of a nuclear reactor. It’s not the kind of setting that seems well suited to a powerful but error-prone new technology. Reality tells a startlingly different story. A variety of companies have begun to offer AI solutions for nuclear power. This year, nearly the entire fleet of 94 U.S. nuclear reactors has been offered the chance to integrate AI into its operations, and most have taken it. In August, California-based Atomic Ca…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Google is launching a "universal" Gemini AI agent that can work across apps and devices in the background. The tool, announced as part of the Gemini at Work event on Thursday, will be available within the Gemini Enterprise app, allowing users to chat with the Gemini agent and assign it tasks from a single interface. In addition to having Gemini work directly inside Workspace apps like Gmail, Drive, Docs, Sheets, Calendar, and others, users can interact with the agent from their mobile device, desktop computer, the web, and third-party apps like Slack or Microsoft 365. Since it runs in the cloud, Gemini will maintain the same context across … Read the full story at The Verge.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：I’ve spent a year living with Alexa Plus, and it both delights and frustrates me, which is the smart home in a nutshell. | Photo by Jennifer Pattison Tuohy / The Verge Of all the things Alexa Plus can do, I never expected it to make me cry. Since my son left for college, the Echo Show in my office has been making then-and-now photo montages: the toddler with his first tennis racket next to the captain of his varsity team; me hugging him as a tween beside me hugging him as a young man. I've teared up more than once. But then comes the ad, a full-screen photo of a hideous brown leather recliner. I go from nostalgic joy to irritation in an instant. That pretty much sums up my year with Alexa Plus. One minute it will do something seriously impressive; the next, it…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：According to city’s rent board, eviction notices are up 44% and tenants are on edge over landlords swooping in over their homes To say that Maria Zamudio and her team have been busy lately would be a gross understatement. Every Monday at 9am, the phone lines at the downtown clinic of San Francisco’s Housing Rights Committee start ringing, and they keep ringing until closing at 5 pm. In-person counseling appointments for renters facing eviction or landlord misconduct fill days in advance. After every weekend, the staff of seven sits in their office and sifts through more than 150 voicemails. The rental assistance hotline averages 200 calls a week. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The inflammatory clip shows the wild west of online politicking created by unrestricted access to AI – and why watchdogs need more powers to do something about it Get our new political email, free app or daily news podcast One Nation’s new AI-generated campaign video is a new low – even for them. The video – reportedly played at the party’s Victorian campaign launch over the weekend – is an AI-generated collection of racist tropes, depicting a man who appears to be African brandishing a machete, an apparently Middle Eastern man with an explosive vest, a South Asian man in a turban talking about “mass migration” and an Indigenous elder talking about people receiving “money … on the basis of need, not identity”. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The frenetic pace of AI development is challenging data center design and operational paradigms. The twin pillars of hyperscale computing The post AI data lakes are driving new storage demands appeared first on The New Stack.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：At the New York Film Festival premiere of Artificial, Luca Guadagnino's satirical Sam Altman biopic, the director said onstage that "[when] someone wants to play God, that's very interesting to me." The idea of playing God, and power in general - who has it, who desperately wants it, and who will do anything to get it - is central to the film's narrative, which sticks remarkably close to the factual events surrounding the OpenAI CEO's rise to power with, and brief ouster from, the AI lab. The film opens with a stunning shot of San Francisco's Golden Gate Bridge, which will turn into a metaphor for building all-powerful AI systems over the … Read the full story at The Verge.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：My Decoder guest today is Hayden Field, The Verge’s senior AI reporter, and we’re discussing the new wave of consumer-friendly AI agents. If you’ve been paying attention to this space, you know AI enthusiasts have been using agents for a minute now — homebrew OpenClaw setups led to a surge in Mac Mini sales earlier this year. But the launch of Meta’s Muse, OpenAI’s Dots, and xAI’s Grok bot has brought easy to use agents to millions. Muse and Dots have had the highest-profile product launches, and they’re fascinating to pit against each other. Both Meta and OpenAI have decided to pitch these agents to mainstream users and businesses in the form of cute, animated mascots. Verge subscribers, don’t forget you get exclusive access to ad-free Decoder wherever you get…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：OpenAI, CloudFlare, and Amazon have all copied this tiny startup.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Gears of War: E-Day leads the charge on GeForce NOW this week, bringing Marcus Fenix and Dom Santiago’s first fight against the Locust Horde to the cloud with GeForce RTX-powered performance. A new way to join the action is also coming: Fire TV users will soon be able to purchase GeForce NOW memberships directly through […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The combination of Replit & Databricks gives enterprises a complete development-to-deployment platform...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：We’d like to hear from people who have been monitored or assessed by AI at work and what they thought about the experience Firms are increasingly using AI to monitor or assess their employees, leading to concerns about workplace surveillance. Instructors at tech training company Multiverse recently blew the whistle at their “remorseless” and “unnerving” AI monitoring system, while The Co-Op has used automated listening technology that rates every phone call some of them make to customers. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：With GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Artificial intelligence systems are difficult to reproduce because their behavior depends on nondeterministic models and on data, configurations, policies, and external services that continue to change. But exact reproducibility is not always what operators, investigators, or auditors need. They often need something different: historical reconstructability. The central claim is that reconstructability is a system property […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Jev started a revolution. Now we are getting dozens of decision models

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：AI is already implicated in violent deaths and nearly started world war three. Those bad things? They only happen to other people Sam Altman, the chief executive of OpenAI, has some words for you about his company and the future of artificial intelligence. “One of the differences between us and some of the stricter AI safety people is that we believe that the world should accept some bad things happening for the benefits of this technology and people having the agency [to use it],” Altman told Politico’s new technology podcast and newsletter Decoded. Moustafa Bayoumi is the author of the award-winning books How Does It Feel to Be a Problem?: Being Young and Arab in America and This Muslim American Life: Dispatches from the War on Terror. He is professor of Engl…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Have an idea for a lesson illustration, a project chart, or a comic for your next presentation? Nano Banana 2.1 lets you explore these formats with text prompts, making it easier to try different visual styles without switching between tools. In this article, we test Nano Banana 2.1 across four practical tasks: a clay illustration, […] The post Nano Banana 2.1 Review appeared first on Analytics Vidhya.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Whistleblower says recording and analysis of all probate calls is ‘oppressive and dystopian’ The Co-op has become the latest employer to place workers under AI surveillance with an automated listening technology that rates every phone call some of them make to customers. In a system described as “oppressive and dystopian” by a whistleblower, Co-op Legal Services is using AI models to record, analyse and award a percentage score for interactions between agents and customers seeking advice about probate, wills and estates. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Refugee gig workers for tech companies don’t know how much they’ll be paid – if AI hasn’t already taken their jobs In a portable building in Kakuma, a refugee camp near Kenya’s northern border with South Sudan, Grace used ChatGPT to research translations of Christian hymns in languages she doesn’t speak. She didn’t know the client, the purpose of her work or whether she would be paid, but as a refugee unable to legally work in Kenya, she needed any opportunity she could get. Grace, who requested anonymity due to a nondisclosure agreement, prompted ChatGPT to translate the hymn’s English text into the assigned east Asian language. She then used the translation to search for existing versions and find information about its translator, author and Christian denomin…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Architect Financial Technologies has launched Liquid Inference, an LLM router that runs a live auction for every request. Liquid Inference is an LLM inference marketplace from Architect where providers bid to serve each prompt. The buyer pays the lowest offer that meets its rules. For developers, it is quite simple message: swap a base URL, […] The post Architect Launches Liquid Inference, a Real-Time Auction for LLM Inference appeared first on MarkTechPost.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：NVIDIA researchers introduced PivotOPD, an on-policy distillation method that trains multi-turn LLM agents to avoid early pivotal mistakes and recover from them, posting the best average against 13 baselines on 3 agent benchmarks. The post NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes appeared first on MarkTechPost.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：yay small models

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Sparse neural retrieval finally started getting more and more attention (SPARSEUP, MILCO, sparse encoders in Sentence Transformers…). Well, amazing, we like attention! Our miniCOIL v1 sparse neural retriever article ended with a promise: to keep working on this sparse neural retriever in-depth, improving the model’s quality, and in-width, “extending it to other dense encoders and to languages beyond English.” Here is the next “in-width” step of the miniCOIL saga: to try and cross the language barrier, that is, make the model suitable for multilingual retrieval. It’s a fun challenge, as sparse retrievers are hard to adapt to this scenario: exact matching in cross-lingual text search usually means translation.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：When Redis changed its licensing in 2024, replacing its permissive BSD license with proprietary, source-available alternatives, it prompted a major The post Redis by proxy: Percona targets the last major hurdle to Valkey adoption appeared first on The New Stack.