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As agentic AI workflows multiply the cost and latency of long reasoning chains, a team from the University of Maryland, Lawrence Livermore National Labs, Columbia University and TogetherAI has found a way to bake 3x throughput gains directly into a model's weights.Unlike speculative decoding, which requires a separate drafting model, this approach requires no additional infrastructure — just a single special token added to the model's existing architecture.The limits of next-token predictionNext-token predi
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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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Harbor Freight has more than 1,600 stores nationwide, but their locations aren't evenly spread. One state stands far ahead of the rest. Can you guess which? Read more ›
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Netflix's biggest film of all time not only has a sequel in the works, but it's also got more awards on its shelf. Read more ›
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If your Playdate wishlist is anything like mine (endless), here's a good excuse to actually go ahead and free some of those games from limbo: Panic is running a sale across the Playdate Catalog to celebrate its three-year anniversary. Sure, the majority of Playdate games are pretty cheap as is, but they can still add up when you're on a wild purchasing spree. Ask me how I know! The sale... Read more ›
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I don't follow college basketball closely, so I turned to ChatGPT for help. Here's how to do it and what to look out for. Read more ›
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Введение. В результате одного диалога в комментариях к предыдущей статье (https://habr.com/ru/articles/1007808/) я решил взглянуть на тему аналог vs цифра с другого, философского ракурса. В дискуссии о дискретности и непрерывности интересно рассмотреть следующую проблему - что такое сознание и может ли оно возникнуть у машины. Инженеры обещают AGI со дня на день, философы спорят о сознании, но похоже, что каждый говорит на своем языке. Эта статья — попытка разобраться в понятиях,... Read more ›
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Europe's EV sales for January and February spiked 21% from last year, according to new data from Benchmark Mineral Intelligence. Electrek reports that just in those two months over 600,000 EVs were sold in Europe. And figures for "rest of world" (which excludes Europe, North America, and China) are up a whopping 84% — with 370,000 EVs sold in January and February. (EVs now represent more than 30% of the... Read more ›
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The Nintendo Switch 2 is already a powerful handheld console, but the right gadgets and accessories can unlock new ways to play and improve your gaming setup. Read more ›
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For Americans, surging oil prices mean spending more at the pump. The national average price for gasoline hit $3.69 on Sunday. Read more ›
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With the right power tool and the right bit, drilling into concrete can be a perfectly manageable task, but that doesn't mean it's without complication. Read more ›
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Plugable introduces a Thunderbolt 5 GPU enclosure allowing laptops to run large AI models locally using desktop graphics cards. Read more ›
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Lights, camera, Oscars! Follow every win, surprise, and red-carpet moment live tonight with us Read more ›
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It’s party time in San Jose, Calif.! Nvidia on Monday kicks off its annual GTC developer conference in the city, the biggest event on the chip giant’s calendar—which, given the number of public events featuring its CEO, Jensen Huang, is saying something. Huang is scheduled to deliver his keynote tomorrow morning, and it is sure to be a must-watch for people in the AI sector. One of the biggest things... Read more ›
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After decades of carefully curating a cosmopolitan persona in London, I discovered that the awkward, overthinking teenager my hometown of 600 people still remembers might be the only authentic version of myself I've ever known. Read more ›
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Slashdot reader SysEngineer does embedded/IoT work, but "I want to pick a single system-on-a-chip architecture family and commit to it across multiple product lines — sensor nodes up through edge gateways... I've been on one platform for years and want to know what embedded engineers are actually running in production before I commit!" And "the family needs to scale — cheap and small at the low end, capable of running... Read more ›
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Across 40 categories, our PC experts pick the gear we rate as the very best you can get Read more ›
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Changing your car's oil filter yourself instead of having a mechanic do it can be a frustrating experience if it's on too tight or it's not easily accessible. Read more ›
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VentureBeat
Presented by Celonis85% of enterprises want to become agentic within three years — yet 76% admit their operations can’t support it. According to the Celonis 2026 Process Optimization Report, based on a survey of more than 1,600 global business leaders, organizations are aggressively pursuing AI-driven transformation. Yet most acknowledge that the foundational work — modernizing workflows, reducing process friction, and building operational resilience — remains unfinished. The ambition is clear.... Read more ›
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It’s always the same story: A new technology appears and everyone starts talking about how it’ll change everything. Then capital rushes in, companies form overnight, and valuations climb faster than anyone can justify. Then, many many months later, the warnings arrive, and people suddenly remember the dot-com crash or crypto.You’ve probably seen it before. And if you have, you probably think AI is the next bubble. Humans are great at... Read more ›
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Microsoft today announced the general availability of Agent 365 and Microsoft 365 Enterprise 7, two products designed to bring security and governance to the rapidly growing population of AI agents operating inside the world's largest organizations. Both become available on May 1st, alongside Wave 3 of Microsoft 365 Copilot, which expands the company's agentic AI capabilities and adds model diversity from both OpenAI and Anthropic.Agent 365, priced at $15 per... Read more ›
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If you thought Anthropic was about to run away with the enterprise AI business...you're not totally off the mark, actually.This morning, Microsoft announced "Copilot Cowork" a new cloud-based AI agentic automation tool within Microsoft's existing AI tool 365 Copilot, except now it can complete work on users' behalf across many Microsoft apps, instead of contained within each one. If it sounds suspiciously similar to Anthropic's own "Claude Cowork" applications for... Read more ›
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Anthropic on Monday released Code Review, a multi-agent code review system built into Claude Code that dispatches teams of AI agents to scrutinize every pull request for bugs that human reviewers routinely miss. The feature, now available in research preview for Team and Enterprise customers, arrives on what may be the most consequential day in the company's history: Anthropic simultaneously filed lawsuits against the Trump administration over a Pentagon blacklisting,... Read more ›
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For future-focused e-commerce brands, the primary customer is rapidly changing from a person behind a screen to the AI agents that said human customer deploys on their behalf to research and, if projections are correct, purchase the product on their behalf. Investment banking and financial services giant Morgan Stanley, for instance, has published research suggesting 10-20% of the entire U.S. commerce spend could be agentic by 2030 — amounting to... Read more ›
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Over the weekend, Andrej Karpathy—the influential former Tesla AI lead and co-founder and former member of OpenAI who coined the term "vibe coding"— posted on X about his new open source project, autoresearch. It wasn't a finished model or a massive corporate product: it was by his own admission a simple, 630-line script made available on Github under a permissive, enterprise-friendly MIT License. But the ambition was massive: automating the... Read more ›
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Presented by 1PasswordAdding agentic capabilities to enterprise environments is fundamentally reshaping the threat model by introducing a new class of actor into identity systems. The problem: AI agents are taking action within sensitive enterprise systems, logging in, fetching data, calling LLM tools, and executing workflows often without the visibility or control that traditional identity and access systems were designed to enforce. AI tools and autonomous agents are proliferating across enterprises... Read more ›
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It’s always the same story: A new technology appears and everyone starts talking about how it’ll change everything. Then capital rushes in, companies form overnight, and valuations climb faster than anyone can justify. Then, many many months later, the warnings arrive, and people suddenly remember the dot-com crash or crypto.You’ve probably seen it before. And if you have, you probably think AI is the next bubble. Humans are great at... Read more ›
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Lest you thought Microsoft would have all the fun introducing new AI features for white collar enterprise work this week with its Copilot Cowork announcement yesterday, Google is here to take back the spotlight. The search giant and, increasingly, AI leader today announced a sweeping series of updates to its Gemini AI models embedded into Google Workspace — the productivity suite of cloud-based apps including Drive, Docs, Sheets, Slides, and... Read more ›
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15.03.2026 20:07
Last update: 20:00 EDT.
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