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One of the assumptions behind today’s AI frameworks is that agents require a “boss” at the center; this orchestrator runs the show, routes requests, and makes sure the whole system doesn’t descend into chaos. That assumption may be wrong, and the cost of carrying it could be measured in inference dollars and coordination latency. A new Stanford framework called a decentralized language model, or DeLM, is built on the premise that agents can coordinate directly, without routing every update through a central
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VentureBeat
An East Bay apartment complex has been bought at a price that's well below its prior value. Read more ›
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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more ›
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Nvidia has begun pitching its Vera CPUs to clients in the Chinese mainland even as it contends with direct and indirect state pressure that has seen its GPU sales to China virtually collapse. Read more ›
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Во множестве организаций существует такая фича социальной поддержки и удержания сотрудников, как корпоративные предоплаченные карты питания, или «foodcard», как их еще называют. Раз в квартал бухгалтерия перечисляет на них относительно небольшие суммы, которых хватает на кофе, аспирин и барбариски. Финансовым посредником выступает одна из расчетных некоммерческих организаций (НКО) в нашей стране. Работодателю это выгодно: схема дешевле, избавляет от проблем и снижает налогообложение, а НКО получает свой зак Read more ›
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There was a time when many Twitter alternatives popped up, and Meta couldn't resist throwing its hat in this game too, with Threads. Threads may have started as a way to capture people leaving Twitter after Elon Musk bought it, but it's now all grown up, it seems. The service has reached 500 million monthly active users, having added about 100 million since last August. Undoubtedly, its ties with Instagram... Read more ›
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Intel's enhanced 18A-P has entered risk production, laying the groundwork to ramp the node into full production in the coming months. Read more ›
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I caught myself thinking something the other day that I’m not proud of. A friend mentioned that an older relative of his had just signed up for a class, and my first reaction, the one I had the sense not to say out loud, was a quiet “what’s the point at that age?” It’s an ... Read more Read more ›
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Pricing for handheld gaming PCs has hit a new level of absurdity, with the MSI Claw 8 EX AI+ available at retailers for $1,799. Read more ›
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Starting in 2027, France's cybersecurity agency ANSSI will stop certifying security products that lack quantum-resistant encryption, effectively forcing government agencies and critical infrastructure operators to phase out older cryptographic systems. Reuters reports: Samih Souissi, ANSSI's chief of staff, said at the France Quantum conference that the agency would halt such certifications from 2027, and that businesses should be buying only quantum-safe products by 2030. ANSSI approval is required for use Read more ›
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VanEck says investors are shifting focus from contract announcements to execution risk as miners chase AI revenue. Read more ›
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If you have a truck, you might be wondering if there is a way to increase your fuel efficiency. There's one common accessory which can help. Read more ›
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Senators led by Republican Cynthia Lummis are insisting the Treasury Department ensure states get a process to prove their ability to supervise stablecoins. Read more ›
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Snap has officially launched its long-awaited SPECS augmented-reality smart glasses, and the company is aiming far beyond another geeky gadget for early adopters. With SPECS, Snap CEO Evan Spiegel envisions AR glasses as the fashionable wearable computer of the future. Unveiled at AWE USA 2026, SPECS are described as a wearable computer built into see-through AR glasses. They are available for preorder now at $2,195, with a $200 refundable deposit,... Read more ›
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A man with ALS has been using a brain implant to speak independently for more than 3,800 hours over the past two years, producing nearly 2 million words with an average speed of 56 words per minute. The study, published Monday in Nature Medicine by researchers at the University of California, Davis, represents the longest […] This story continues at The Next Web Read more ›
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Gearheads love a good car mod, but they're often more trouble than they're worth when it comes to causing vehicle problems or running into legal issues. Read more ›
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More than 200 of the world's elites registered for a retreat whose agenda runs from panels on cult-building and sex to prepping for World War III. An associated app offers matchmaking. Read more ›
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VentureBeat
Engineering teams building agentic coding pipelines now have a concrete open-source alternative to managed models like Claude Fable 5 — one that runs on a single H100. The tradeoff: Cohere's North Mini Code, which launched Tuesday, generated three times the output tokens of comparable models in independent testing, a verbosity cost that compounds in high-volume production workloads.The new open-source model is a 30 billion parameter mixture-of-experts (MoE) model with 3... Read more ›
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Apple’s new Siri AI, unveiled yesterday at Apple's annual Worldwide Developers Conference (WWDC 2026), may look like a consumer product story on the surface. But for enterprise developers and IT leaders, the bigger news from WWDC26 is that Apple is turning Siri into a systemwide AI interface for apps, data and workplace actions across iPhone, iPad, Mac, Apple Watch and Vision Pro, as revealed in the WWDC26 Apple Intelligence developer... Read more ›
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Enterprise AI teams face a dilemma: The best models today might not be the best models a year from now. MassMutual's answer is to stop making long-term bets — and build infrastructure that can swap models as the market shifts.“The world of AI today is extremely dynamic,” Sears Merritt, MassMutual CIO, explained in a new VB Beyond the Pilot podcast. “We wanted to make sure we were positioned to ride... Read more ›
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In a sweeping new essay titled "Policy on the AI Exponential," Anthropic co-founder and CEO Dario Amodei publicly calls for new government regulations governing the release of powerful AI models — specifically comparing AI industry to commercial aviation, which follows regulations enforced by the U.S. Federal Aviation Administration (FAA) — arguing that this is necessary to maintain public safety as AI capabilities and potential misuses grow.Alongside the essay, Anthropic released... Read more ›
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Training a foundation LLM from scratch costs millions and requires internet-scale data — which is why most enterprises don't bother. Sapient thinks it has a cheaper path.To overcome this brute-force scaling dogma, researchers at Sapient developed HRM-Text, which replaces standard Transformers with a highly sample-efficient Hierarchical Recurrent Model (HRM), an architecture they first introduced last year.HRM decouples computation into slow-evolving strategic and fast-evolving execution layers. Instead of b Read more ›
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Researchers from the University of California, Berkeley's Center for Responsible, Decentralized Intelligence (RDI), alongside an advisory committee of over 300 domain experts, have launched Agents’ Last Exam (ALE)—a grueling new benchmark built to measure whether artificial intelligence can actually execute economically valuable, long-horizon professional workflows.In a shocking upset, OpenAI’s GPT-5.5 from April, operating through the Codex harness, secured the absolute top spot on the new ALE Leaderboard. Read more ›
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Presented by Capital One Enterprises aren’t struggling to experiment with AI; they’re struggling to make it work in the real world. Moving from promising prototypes to reliable, production-scale systems is where most efforts stall.In my role within Capital One’s AI Foundations organization, I’ve seen firsthand that successful AI implementation isn’t just about adopting the latest models or tools. It requires a disciplined R&D approach that connects foundational research to real-world... Read more ›
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GenAI image generators like Stable Diffusion do not draw a picture pixel by pixel from left to right. They start with noise and iteratively refine the entire image in parallel until it converges, in a process known as diffusion. For years, applying that same principle to text generation had remained out of reach at scale.Standard language models work like a typewriter: one token at a time, left to right, with... Read more ›
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Presented by F5Enterprise AI teams have spent years solving for compute, securing GPU allocations, negotiating cloud capacity, and benchmarking training throughput. The assumption embedded in that work is that the path between storage and compute will keep up. In production, that assumption increasingly does not hold. Real traffic introduces latency spikes, network jitter, and node degradation that controlled benchmarks fail to capture, resulting in pipelines that perform well in the... Read more ›
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Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory and compute that growing context demands. Most existing solutions either degrade model accuracy, require the full context to load before compression begins, or produce memory savings that don't translate into real speedups in standard serving infrastructure.A research team from NYU, Columbia, Princeton,... Read more ›
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16.06.2026 17:24
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