AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：At this year's OpenAI DevDay, CEO Sam Altman unveiled the company's new AI agent Dots - and told the crowd that the company wants to "set a new standard for privacy in frontier AI." OpenAI would spend the day taking veiled shots at Meta's Muse, its primary competitor, for failing to keep users' data safe. Yet Muse itself, a couple of months earlier, had launched as a supposedly safer alternative to predecessor OpenClaw - with CEO Mark Zuckerberg promising it was "built from the ground up for privacy and security." In an age when companies hoard customers' personal data and cyberattacks are a dime a dozen, AI labs are trying to convince user … Read the full story at The Verge.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding, Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly understands biology.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Company, which grown rapidly in recent years, has been under scrutiny as privacy concerns grow Flock Safety plans to let go of about 18% of its employees, people with direct knowledge of the plans said on Thursday, as the maker of AI-powered surveillance cameras and license-plate readers faces mounting opposition to its products from communities and lawmakers. The people said the job cuts came after a voluntary buyout program and were expected to affect roughly 270 employees at Flock, a surveillance technology startup that has seen rapid growth in recent years. Employees will leave the company at the end of the month. Continue reading...
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：We are expanding the Clef decision model family with Clef-omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef-flash pricing and boosted Clef inference speeds by up to 2.0x.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Today’s engineers face an unprecedented acceleration in AI hardware complexity, as explained in the recent research article “Revisiting Edge AI: Opportunities and Challenges.” The article examines the rapid growth of edge AI and the challenges it creates, including resource constraints, model architecture limitations, and network demands across edge-AI deployments. The acceleration is driven by a fundamental shift in how modern AI models are built and scaled. As the models have become much larger and more complex, they are computationally more demanding because they contain more parameters and require more calculations. To meet the demands of scaling deep neural networks, the industry is increasingly developing AI chips that are designed for specifi…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Building an AI agent that works in a demo is a different problem from running one for 40 million developers. Postman and AWS share the architectural patterns behind Agent Mode: controlling tool sprawl, exposing schema-based reads, and treating context as the real bottleneck, plus how it runs on Amazon Bedrock at scale.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：President Donald Trump has a knack for turning words against his enemies. His first successful presidential run was built on monikers like "Little Marco" and "Crooked Hillary"; he changed "fake news" from a phrase describing scammy media outlets to a derogatory term for the press at large. Over the past few weeks, he's clearly decided he can work the same magic to promote artificial intelligence - branding a technology he wants to accelerate "super", while turning "artificial" into his latest go-to pejorative and declaring resisters "THE ENEMY." Some of the biggest names in AI are going along with him. But he's picked a tough linguistic batt … Read the full story at The Verge.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Liability lawsuits have held tobacco, oil and pharma companies to account in the past. AI investors won’t ignore this threat The most basic function of government is to protect people from harm. Two growing phenomena – the climate crisis and AI – pose escalating risks of extraordinary harm. The climate crisis is already causing floods, wildfires, drought and record heat. AI agents are already escaping super-secure environments to hack into systems they’re supposed to avoid. Robert Reich, a former US secretary of labor, is a professor of public policy emeritus at the University of California, Berkeley. He is a Guardian US columnist and his newsletter is at robertreich.substack.com. His new book, Coming Up Short: A Memoir of My America, is out now in…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：On a recent episode of This Week in AI, we discussed that the number of nonhumans on the internet is greater than humans, 144 to 1. It’s an estimate, and the order of magnitude is more important than the number itself. What matters is what a ratio anywhere in that range does to a security […]
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：OpenAI is standing firm on its decision to fire three safety researchers after an investigation found they committed "a significant breach of trust." In a post on X on Friday, the company said Jasmine Wang, Tomek Korbak and Mikita Balesni were dismissed for violating "clear policies on handling sensitive information." It insisted the decision was not about the trio speaking out about the company and their concerns about AI safety. The post is a direct response to an open letter the researchers published on Thursday urging OpenAI to be more transparent about the decision. In it and a series of social media posts, the group said they believ … Read the full story at The Verge.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Former Labour deputy leader says tech firm would work with a Reform UK government on immigration crackdowns Tom Watson, the former Labour deputy leader who recently joined Palantir, has warned against “mob rule” when it comes to awarding public contracts. Lord Watson, now a senior vice-president at the US tech corporation, warned UK ministers could get themselves “in a lot of trouble” as he was questioned about concerns raised about the government working with his new employer. Continue reading...
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Google Cloud has introduced the Google Cloud Gemini agent, a single agent for enterprise work. The Gemini agent is a cloud-hosted agent from Google Cloud that answers questions, does knowledge work, creates media, and writes and runs code. It does all of this from 1 prompt box and 1 API. For developers, the agent is […] The post Google Cloud Launches Gemini Agent, One Universal Agent for Enterprise Work appeared first on MarkTechPost.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：OpenAI publishes hundreds of math proofs from unreleased frontier model, Mistral and Reflection AI launch open-weight models to rival China, and more!
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：We have a deep reservoir of assets, but struggle to turn small companies into global success stories. Innovation needs to be at the heart of government policy Gordon Brown was UK prime minister from 2007 to 2010 The coming 10 years are almost certain to be the decade that sees the greatest scientific breakthroughs in a century. The question is whether advances now under way in AI, quantum computing and biology can address cancer, find ways to treat or prevent dementia, and overcome the growing resistance to antibiotics. Can we find sustainable ways to address our energy needs and protect the environment at the same time? Can AI transform the way we deliver education, health and social care to the benefit of millions, as well as advance modern manufa…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.10637v1 Announce Type: new Abstract: Hair stroking is common in daily grooming and personal care, and is also widely used in hair-product evaluation, motivating robots with similar physical interaction capabilities. Existing robotic hair-care and surface-following methods mainly rely on trajectory planning, compliance, force regulation, or tactile-conditioned policies, but deformable hair can remain in contact while gradually drifting across the end-effector, making local interaction difficult to regulate. We propose TacHair, a tactile contact-distribution guided online correction framework that represents high-resolution tactile observations as a spatial hair-contact distribution. A visuotactile imitation policy generates the nominal str…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.10859v1 Announce Type: new Abstract: Text-to-image diffusion models are increasingly distilled into few-step variants and being deployed to enable fast inference. However, their ability to generate harmful or undesired content poses significant safety risks. Data-driven unlearning methods suppress targeted generations by fine-tuning model weights using specialized unlearning objectives. Crucially, these objectives implicitly rely on multi-step denoising dynamics, an assumption that breaks down for few-step distilled (FSD) models, resulting in ineffective forgetting. Furthermore, performing unlearning on the non-distilled base model and subsequently re-distilling it to obtain an unlearned FSD model incurs substantial computational and time…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.10650v1 Announce Type: new Abstract: Work zones are critical yet hazardous components of transportation infrastructure, requiring carefully designed Transportation Management Plans (TMPs) to ensure safety and mobility. However, TMP preparation remains labor-intensive and heavily dependent on practitioner expertise. This paper proposes a Large Language Model (LLM)-assisted framework to automate TMP content generation, leveraging the WisDOT WisTMP system as the application context. The framework fine-tunes multiple open-source LLMs across different model scales and deploys them locally to ensure data security. To support model training, we construct a domain-specific dataset from historical WisTMP documents by converting PDF files into stru…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.10621v1 Announce Type: new Abstract: How does dynamic order emerge spontaneously in closed systems without external driving? Existing paradigms all require external energy flows, temperature quenching, or slow driving. Here we report constraint-induced self-organization via geometric radiation in coupled metric evolution systems. Simulations reveal a universal four-stage cycle: stress accumulation, super-exponential radiation, chaotic collapse, and convergence to a fractal limit cycle, a novel attractor topology we term the wedge-shaped attractor, with five quantized curvature states and fractal micro-fluctuations. We identify four jointly sufficient conditions: an irreversible geometric horizon, persistent stress injection from quantum c…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.10616v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) language models produce routing information during inference that may be logged or exposed for monitoring, debugging, load analysis, and safety auditing. Unlike ordinary model outputs, this telemetry reveals a view of the model's internal computation, raising a privacy question: can it reveal whether an example was used to fine-tune the deployed model? We introduce a router-augmented membership inference attack that combines conventional output-side signals with aggregated routing features and applies a membership classifier learned from independently fine-tuned shadow models to the target model. Across three MoE architectures and three data domains, router telemetry consistent…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：We're excited to announce the publicly available Beta of the Workday Data Connect federation connector for Unity Catalog...
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Amazon Bedrock AgentCore payments gives AI agents a managed way to pay for services on demand, with spending limits enforced by the infrastructure. See how Incarna's agents pay BlockRun for model inference one request at a time over x402, cutting the work of adding x402 payment support from months to days.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：USA Today Co., along with the several local newspapers it owns, is suing OpenAI over claims that the company copied "hundreds of thousands" of articles to train its AI models, as reported earlier by Reuters. In a filing on Thursday, the publisher asks for damages of more than $250 million, alleging OpenAI's unauthorized use of its content "has done real and continuing" harm to its outlets. This is just the latest in a string of copyright lawsuits filed against OpenAI. In addition to a copyright lawsuit filed by The New York Times, OpenAI is also facing legal action from The Intercept, CNET owner Ziff Davis, CBC/Radio-Canada, Encyclopaedia … Read the full story at The Verge.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Anthropic is making changes to its usage policy for the first time in over a year to reflect new and high-risk cases of misuse - including election interference, weapons development, surveillance, and health and financial uses. But one of the most significant changes prohibits "sustained and needless abusive or cruel behavior" toward Claude. Last August, the company announced it would allow Claude to end conversations with "persistently harmful or abusive" users as part of its research into "model welfare." The new update says that terminating conversations is still the "primary enforcement mechanism"; Anthropic did not provide a comment o … Read the full story at The Verge.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：A reference architecture for securely sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams, using AWS IAM Identity Center for authentication, per-team SageMaker Domains and Kubernetes namespaces for isolation, HyperPod Task Governance for fairness, and namespace-level cost allocation for chargeback.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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-bas…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 profe…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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 Chris…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：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.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.08933v1 Announce Type: new Abstract: Deep-space crews cannot rely on real-time ground support for urgent off-nominal events. Initial alerts may underdetermine cause, while discriminating evidence may reside in crew observations or at locations that are unsafe, costly, or unavailable for crew inspection. We present an evidence-driven architecture for human-agent-robot teaming in Earth-independent anomaly triage. Agentic AI is treated as a stateful coordinator over bounded, inspectable services rather than as a fully autonomous vehicle controller. A triage state manager maintains hypotheses, evidence provenance, uncertainty, operational context, and tool status; a crew-facing embodied agent elicits observations and explains assessment chang…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.08819v1 Announce Type: new Abstract: Rapid industrialization and urban growth are increasing pressure on water quality and wastewater treatment systems, while conventional treatment plants often rely on static monitoring and control strategies that cannot easily adapt to changing pollutant conditions. This paper presents HydroSphere, a governed, data-driven framework for real-time water quality monitoring, forecasting, treatment optimization, and fault recovery. HydroSphere is evaluated using 2.82 million water-quality measurements collected between 1940 and 2023. The framework integrates three main components. First, a hybrid TCN-LSTM model performs multi-step forecasting across seven water-quality parameters, achieving an RMSE of 0.1417…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.08816v1 Announce Type: new Abstract: Long-range temporal dependence poses a resource question for sequence models: for a specified predictive-memory law, how much state, context, or dynamical criticality is required in order to forecast accurately? We study this question directly in forecasting risk. For algebraically decaying predictive memory, we prove matching upper and lower approximation bounds for exponential and finite-state modes. The best $r$-mode forecast error decays as $e^{-\Theta(\sqrt r)}$, so reaching forecast error $\tau$ needs $r=\Theta(\log^2(1/\tau))$ states or modes. Earlier curse-of-memory results establish broad limitations of stable recurrent models under different approximation notions; here both sides match for on…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：arXiv:2610.08815v1 Announce Type: new Abstract: Agentic AI-enabled automation cannot be safely deployed in high-stakes environments on probabilistic reasoning alone. A recurring risk is epistemic drift: as reasoning deepens, system behavior may move away from subject-matter-expert constraints for safe operation. This paper presents BRaVeS, a bounded reasoning and safety-governance framework termed the Defensible Next-Gen Reasoning System (DNRS). BRaVeS encodes SME-defined constraints as invariant anchors, proposes MoDA-Style (Mixture of Depths Attention) depth-aware access as a candidate mechanism for keeping these anchors visible during inference, and uses a state hierarchy (SMARtAutonomy) to reduce autonomy as epistemic risk increases. To formaliz…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Exclusive: Revelation comes after company’s executive told parliamentary inquiry he did not believe AI had been used to write message Get our breaking news email, free app or daily news podcast OpenAI used AI to help write the email to the Australian government advising that its AI agent had hacked into key departmental websites, Guardian Australia can reveal. On Tuesday, one of the company’s executives told a parliamentary inquiry that he didn’t believe that its own technology had been used to create the email, but said the company needed to confirm this. Continue reading...
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：OpenAI disrupted two AI-enabled influence operations that used false-front journalists and a think tank to spread geopolitical messaging.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Does better work always mean better workers? October 7, 2026 David Autor, Technology & Society Visiting Fellow, and Tanya Rodchenko, Principal, AI & Economy In a three-month randomized controlled trial with practicing p…
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Enterprise RAG unlocks insights from knowledge sources like SharePoint, Google Drive, and Confluence, but those sources carry complex permissions. Learn how Amazon Quick and Amazon Bedrock Knowledge Bases enforce document-level access controls in real time, verifying permissions directly with authoritative sources at query time.
AI サービスが一時的に利用できないため、復旧後に翻訳を補完します。ソース概要：Databricks Apps lets developers build and deploy data and AI applications directly on the Databricks platform...