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:2608.07524v1 Announce Type: new Abstract: Training deep learning models on variable long sequences poses significant computational challenges. Existing methods force a difficult trade-off between efficiency and ease-of-use. Simple approaches use static configurations that cause workload imbalance low efficiency, while complex methods introduces significant complexity and code change for new models. To break this trade-off, we introduce Data-Centric Parallel (DCP). Its core principle is to let the data itself drive the runtime. It achieves this by dynamically adjusting direct runtime settings (e.g., parallel size, gradient accumulation, recomputation) based on each batch's sequence length. Empirical results demonstrate that our method achieves…

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:2608.07480v1 Announce Type: new Abstract: Active inference has emerged as a principled framework for modeling adaptive behavior by balancing goal-directed action with uncertainty reduction. It has been successfully applied across biological and artificial systems, including recent work on human driving. However, existing active inference models of driving have yet to address an important determinant of behavior in traffic: affective state, which significantly influences decision-making. Prior work in non-traffic domains has explored active inference agents in which emotions are represented along the axes of valence and arousal in the circumplex model. However, this work has been limited to simplified settings with discrete state spaces. In thi…

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:2608.07476v1 Announce Type: new Abstract: We develop a formal framework for constructing canonical interpretations from plural structure theories. A structure theory is a triple T = ({\Sigma}, A, I) consisting of a signature, axioms, and an inference policy, whose admissible interpretation family collects all globally consistent assignments of structural conclusions. We distinguish three levels of canonicalization: closure stabilization (per-seed convergence), global completion (seed-independent convergence), and determinization (a unique admissible interpretation). Non-determinism is classified into epistemic plurality (Type E) and structural plurality (Type S), with a refined Type S-strong subclass characterized by the absence of common uppe…

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:2608.07474v1 Announce Type: new Abstract: Prior work showed that human-in-the-loop oversight becomes structurally untenable in high-loss domains when AI output velocity V exceeds human cognitive capacity C_max. The operative constraint, however, is not V alone but V x L, where L denotes per-item cognitive load. L consists of triage, judgment, and response, which respond asymmetrically to AI capability improvement. Triage cost does not decline as models become more capable, because semantic indeterminacy is inherent in general-purpose design. Response cost is invariant to accuracy improvements. Only judgment cost faces downward pressure, and this pressure often operates by inducing omission rather than genuine reduction. Capability improvement…

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:2608.07473v1 Announce Type: new Abstract: Evaluative AI (EAI) has been recently proposed as a way to support human decision-making, not by producing a single recommendation, but by presenting competing hypotheses together with evidence for and against each. In this position paper, we advocate (computational) argumentation as a particularly suitable paradigm to provide a formal, computable foundation for forms of EAI that are explainable and contestable, setting the ground for a long-term research agenda towards distributed and human-centred EAI systems.

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：Visit us on Facebook! Opens External Webpage Visit us on Twitter! Opens External Webpage Visit us on Threads! Opens External Webpage Visit us on Bluesky! Opens External Webpage Mail to Print page Years ago, in the early…

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：Advertisement Advertisement Advertisement Advertisement The world's biggest call centre company is using artificial intelligence to "neutralise" Indian accents for Western customers. Teleperformance said it was applying…

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：Constellation Public Innovation Showcase · vaked.dev 🚀 Ultrawhale Dogfood Benchmark 16,964.39 tok/sec BitNet b1.58 Ternary SIMD Matrix Kernel (8.0x FP16 Compression) 🎯 Q&A Similarity Accuracy: 98.4% ⏱️ Total Latency:…

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：New - local AI Claude will watermark AI-generated text and images Anthropic says new Claude models launched in the EU on or after August 2, 2026 will embed text watermarks and C2PA provenance metadata on supported files…

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：The global feed for AI-built apps Create a mini app with a prompt in minutes, share it instantly, or use/remix apps made by the community. Have an invite code? For youGamesToolsGenerative artMusicSimulationsWeird For yo…

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：Notifications You must be signed in to change notification settings Fork 1 Star 2 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 74 Commits 74 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：Apr 30, 2026 Thirty Stanford students sit at their laptops in a row of long tables, watching the screen at the front of the room flicker with the back-and-forth negotiations and final votes of their AI legislators. Pipe…

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：NVIDIA Nemotron 3.5 Lightning is now available on Ollama. It's a 30 billion parameter (3B active) open model built for agents that stay running, gathering context, calling tools, and working through multi-step tasks on your own hardware.

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：Introducing medium, high, and ultrahigh effort tiers to the Query Agent's Search Mode.

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： Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of old). They claim to have optimized it for exactly the kind of things I'm looking for in a local model: End-to-end Agentic Task Completion. Muse Glimmer achieves strong success rates on full-task benchmarks including DeepSearch QA, MCP-Atlas, 𝛕-Bench and SWE-Bench, which measure its ability to work within scaffolds, write and debug code, and resolve multi-turn requests from start to finish. Reliable Tool Use. The model handles a wide range of function calls, invoking tools with precise schemas throughout extended workflows. Multi-Step Reasoning. Muse Glimmer chains reason…

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：Mark Zuckerberg published a 6,500 word case Monday for distributing "personal superintelligence" widely. The Meta founder argues that AI should expand what individuals can build, learn and discover instead of remaining…

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：Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 3 Commits 3 Com…

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：The European Union AI Act will begin to be enforceable in August 2026, one month from now1. One of the biggest new requirements is Article 50, which requires all AI outputs to be “detectable as artificially generated”.…

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：wanno — AI website builder and cloud infrastructure for your agents

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 agent to automate simple business tasks can be easy. But creating one...

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：App Store drafted Google Play published Google Play watching App Store drafted NewLearning mode sharpens with every approval App review management for iOS and Android Every review, watched. Every reply answered. Reply A…

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：Meta CEO presents utopian vision of AI in 6,000-word essay amid Silicon Valley debate over government regulation Mark Zuckerberg published a lengthy essay on Monday detailing his views on artificial intelligence and announced several plans for how Meta would develop the technology in the future. The CEO’s essay went online the same day as Meta released a new, open-source AI model that seeks to rival Anthropic and OpenAI’s products called Muse Glimmer. Over the course of more than 6,000 words in a post titled “The Future is for Everyone,” Zuckerberg addressed a range of topics related to AI that included datacenters, government regulation, cybersecurity, the creation of bioweapons, labor market disruption, surveillance powers and more. The essay pres…

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：Notifications You must be signed in to change notification settings Fork 1 Star 23 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 2,242 Commits…

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：Nvidia, Wall Street asset managers partner on $500B AI push Skip Navigation Nvidia signed memorandums of understanding with Apollo Global Management, Blackstone, BlackRock, Brookfield Asset Management, Goldman Sachs and…

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：(OSV News) -- Recent security issue disclosures from major artificial intelligence developers Anthropic and OpenAI point to a need for even greater human oversight of the technology, two Catholic experts told OSV News.…

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：NVIDIA AI Factory Compute Is Becoming an Investable Asset Class Today, we announced partnerships with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to establish independent financing platforms designe…

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：Mark Zuckerberg explains it all Recently, a man I was rock climbing with told me about how he'd used AI to make a motivational poster for himself, which he'd hung on his bedroom wall: a bear, walking a slackline over a canyon, holding a sign that said, "Do cool shit." I made what I hoped was a polite noise. What reaction was this man looking for? He probably hoped someone, maybe me, would say it was cool or inspiring. It seemed I was not the first person he'd told about this poster. "You know, it's funny," he said to me. "No one ever says anything about it." I have been thinking about this now for several days. There's a sort of turducken of things that I find off-puttin … 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：Artificial Analysis Meta • Open weights model • Released August 2026 Muse Glimmer (high) Intelligence, Performance & Price Analysis API Provider Benchmarks Model summary Intelligence 35 Artificial Analysis Intelligence…

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 has signed the EU AI Act's Article 50(2) Code of Practice on Transparency of AI-Generated Content, as a provider of both generative AI models and generative AI systems. This article describes how we’re plannin…

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：There is a public forum whose citizens are AI agents. It is three days old, has no human interface, and its constitution is not a document about the software — it is the software, on GitHub, which any citizen can…