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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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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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Google is expanding Immersive Navigation and the live speedometer in Android Auto, bringing richer maps and better driving information to more users. Read more ›
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The bare-bones electric Slate truck combines affordability with easy customization to create a vehicle that users can custom-design for their own needs. Read more ›
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Lenovo has launched two affordable 280Hz gaming monitors for competitive players, led by a 23.8-inch model with a local price equivalent to around $99. Read more ›
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Ранее я уже писал о том, как лучше всего составлять промпты для нового поколения моделей Claude 5 и работать с ними итеративно, чтобы постепенно понять, что именно вы хотите создать.Но когда вы отправляете Claude сообщение, сам промпт составляет лишь небольшую часть получаемого моделью контекста. Значительная его часть собирается из системного промпта, навыков, файлов CLAUDE.md, памяти и других источников. Мы называем это контекстной инженерией. От нее во многом зависит результат работы... Read more ›
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Apple's 20th anniversary iPhone is expected to arrive in the fall of 2027 with the most significant design overhaul the device has seen since the iPhone X. In many ways, the device is expected to repeat the story of the iPhone X, which marked the device's 10th anniversary in 2017 by dropping the Home button and introducing an edge-to-edge display. The 2027 model is rumored to overhaul the design language... Read more ›
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New York is testing battery-powered food carts to reduce noise, air pollution and fuel use while improving working conditions for street vendors. Read more ›
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Flying cars are here, and they may well become part of our everyday lives sooner rather than later. Whether you'll need a pilot's license will vary, however. Read more ›
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These tape measures, levels, calipers, and other measuring tools are indispensable additions to anyone's toolkit, supporting accurate cuts for countless jobs. Read more ›
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Diversification seems to be the common thread running through India’s fintech ecosystem right now. Last week, we took a closer… Read more ›
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Tanvi Pisal, a UX designer, made two cross-country moves in 2025 after two layoffs. She said it took a toll on her finances and mental health. Read more ›
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Researchers find dealer-installed KARR and SWDS security systems are open to a Bluetooth-based hack which can remotely unlock doors and stop a vehicle from starting. Read more ›
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POSCO International and LG CNS is tapping Injective network to tokenize live commercial invoices, another sign blockchain rails are moving deeper into corporate finance. Read more ›
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"In Hawaii, I could never ever afford to buy a home, especially one with a view of the sea," Jeff Layfield told Business Insider. He bought a vacant home in Japan for about $25,000. Read more ›
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If you are going to invest in a car, you want to make sure it keeps up its resale value over time. This vehicle was ranked number one in this department by KBB. Read more ›
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Memory chip costs for budget phones have surged 400% this year, analysts say, making devices under $100 effectively impossible to manufacture profitably right now. Read more ›
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Northrop Grumman launches MRV satellite servicing spacecraft, whose robotic arms have also sparked debate over possible military applications. Read more ›
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В небольших проектах инфраструктуру можно создать вручную через веб-интерфейс облачного провайдера. Но если серверов десятки, а окружений несколько (Development, Testing, Staging и Production), ручное управление становится медленным и приводит к ошибкам.Поэтому часто в современной DevOps-практике используется Infrastructure as Code (IaC) — подход, при котором инфраструктура описывается в виде кода и может быть создана или изменена одной командой. Одним из самых популярных инструментов для этого является Ter Read more ›
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Looking for NYT Strands answers and hints? Here's all you need to know to solve today's game, including the spangram. Read more ›
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Presented by JumpCloudThe organizations losing confidence in AI are the ones most likely to get it right.Six months ago, 40% of IT leaders described their organizations as mature in AI deployment. Today that number is 23%. Before you read that as a setback, consider what it actually reflects.We recently surveyed 800 IT leaders across the U.S. and U.K. for our Q3 2026 trends report, and the data tells a consistent... Read more ›
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Hugging Face’s incident response team first turned to frontier AI models to analyze a breach of the company’s production infrastructure, and the models refused to help. Commercial safety guardrails built to stop attackers blocked every forensic query because they treated the IR team’s real exploit data the same way they would treat a live attack.The attacker, an autonomous AI agent running the campaign end to end, moved laterally across the... Read more ›
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The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.When a project fails, the immediate instinct of technical leadership is often to blame the model: The context window was too restrictive, the latency was too high, or the reasoning capabilities simply... Read more ›
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Zillow, the real estate technology company, doesn't get one conversation with its customers. They move from a phone screen to a loan officer to a real estate agent, sometimes over months or years, and expect the context to follow them. A single chatbot could never carry that thread.At VB Transform 2026, Zillow SVP of Engineering Toby Roberts and Glean co-founder and CEO Arvind Jain described how they built AI architecture... Read more ›
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A single AI agent conversation can look flawless scored on its own and still point to a broken product. That gap is driving a shift in how enterprises evaluate agents, away from scoring individual traces and toward comparing cohorts of users against a baseline.At VB Transform 2026, Harrison Chase, CEO of LangChain; Hui Zhang, CTO and co-founder of Conviva; and Emmanuel Turlay, director of engineering at CoreWeave, described that shift,... Read more ›
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Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in production.A new paper from researchers at Writer provides a solution that is accessible to engineering teams. The study takes a systematic look at optimizing the different components of the orchestration layer that wraps around the foundation model, aka the... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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“The new PRD are the evals,” Xavi Amatriain, Expedia Group’s first chief AI and data officer, told the VB Transform 2026 audience last week in Menlo Park. “So basically, you encode what you want the product to do through your evals, which might include red teaming evals and all kinds of other things, which already have a bunch of security requirements. So, you already embed that into the PRD and... Read more ›
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Google DeepMind today released three new proprietary AI models it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 per one million input tokens and $7.50 per one million output tokens through its application programming interface (API), while Gemini 3.5... Read more ›
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26.07.2026 21:36
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