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Enterprises can look forward to new capabilities — and strategic decisions — around the crucial task of creating a solid foundation for AI expansion in 2025. New chips, accelerators, co-processors, servers and other networking and storage hardware specially designed for AI promise to ease current shortages and deliver higher performance, expand service variety and availability, […]
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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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Loneliness inside a long marriage rarely announces itself as absence — it shows up as the slow disappearance of being looked at like a stranger worth getting to know. Read more ›
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Anthropic забанил больше двух миллионов аккаунтов за 2025 год. Разбираем 5 причин, по которым срабатывает anti-fraud, и собираем чек-лист защиты личного аккаунта. Читать далее Read more ›
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Since its launch three years ago, Elon Musk has pitched xAI as a challenger to OpenAI, Anthropic, and Google in the race to build the most advanced artificial intelligence systems. One of the field’s most influential researchers is not convinced. ... Read more ›
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Honor Watch 6 is launching globally with a 35-day battery claim, bright display, wet touch controls, and dedicated football and badminton tracking modes. Read more ›
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Привет, Хабр! Меня зовут Алексей, я старший инженер в отделе моделирования физических процессов в YADRO. Вот уже четвертый год я помогаю печатным узлам стать лучше, технологичнее и стабильнее — об этом расскажу дальше. Но основной темой статьи будет анализ целостности сигналов (Signal Integrity, SI) и питания (Power Integrity, PI) в разработке современных электронных устройств. Этот этап часто недооценивают на практике, а в результате компания может столкнуться с лишними финансовыми затратами... Read more ›
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Есть привычная ошибка в техническом аудите больших сайтов: открыть краулер, поставить лимит побольше и просканировать всё.На сайте в пару тысяч страниц это работает. На сайте с семизначным инвентарём URL — нет. Полный краул упирается в память, диск, сетевые таймауты, rate limit, JavaScript-рендеринг, дубли, параметры, бесконечные фасеты и в то, что через двое суток вы получаете таблицу на миллионы строк, которую всё равно придётся сегментировать с нуля.Поэтому я начинаю не с... Read more ›
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![[Перевод] Модели угроз пакетных менеджеров](https://times42.com/media/7/8/0/12601780_640x200.jpg "[Перевод] Модели угроз пакетных менеджеров")
На фоне громких новостей об очередных атаках на цепочку поставки открытого программного обеспечения защитники фокусируются на вопросе проверки этих самых пакетов и выстраивании слоев анализа: от стадии загрузки компонента в контур организации до многоуровневых проверок в рамках композиционного анализа. И, конечно же, не забывают про применение антивируса. Но в этом вопросе также заметную роль играет инфраструктура: собственная и внешняя, а именно пакетные менеджеры и реестры пакетов (пакетные индексы). О не Read more ›
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Ukraine said last month that Russia had relocated a significant number of air defense systems to Moscow. Read more ›
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A UK man has been sentenced after pleading guilty to the unauthorized mixing and selling of music CDs, and thus breaking copyright laws. It is 2026. Read more ›
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GTA 6 is about to take the world by storm once it launches on November 19, 2026, and one company has already set a temporary workday shutdown for it. Read more ›
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Looking to buy a cheap Blink security cam in the Amazon Prime Day sales? This guide will help you make sense of your options Read more ›
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И снова приветствую всех любителей олдскула, демосцены и олдскульной демосцены. Это вторая часть разбора DOS-демки "Remoded" и соответственно эффектов, основанных на аппаратных особенностях видеоадаптера VGA. Сегодня мы продолжим разбираться с аппаратным скроллингом, узнаем, что такое "xorfill" и как его правильно готовить, как эмулировать 12 тысяч цветов в 256-цветном режиме, а также познакомимся с другими технологиями прошлого столетия. MOV AX, 13h; INT 10h Read more ›
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В отличие от статичных переговорных, где система настраивается под одну конфигурацию, в трансформере оборудование должно работать в десятках различных вариаций, переключаясь между ними быстро, надёжно и незаметно для пользователя. Зачастую эксплуатация мультимедийных систем в таких помещениях становится головной болью технической поддержки. Основными причинами, почему это происходит, являются изначально неправильное проектирование, недостаточно тщательное тестирование перед полноценным запуском в работу, а Read more ›
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Plus, Sandra Oh boards Daniel Kwan and Daniel Scheinert's "superhero tentpole" movie. Read more ›
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Однажды я открыл биллинг и просто посмотрел, на что уходят токены. Не на «подумать над архитектурой». А на переименование переменных, генерацию тестов по готовому ТЗ и прогон миграций. Всё это считалось по тарифу флагманской модели, хотя такую работу вытянет модель в десятки раз дешевле.Ниже — как развести действительно сложные задачи и рутину по двум моделям внутри Claude Code, не ставя ни одного стороннего форка. И три зоны, куда дешёвую модель... Read more ›
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VentureBeat
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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Xiaomi's MiMo AI team has open-sourced MiMo Code V0.1.0, a terminal-native AI coding assistant that the Chinese electronics giant says outperforms Anthropic's Claude Code on key agentic coding benchmarks, especially on long-horizon, multi-step tasks (200+ steps) — at least, according to its own internal beta release and survey of 576 developers. It's also bundling limited-time free access to MiMo-V2.5, its multimodal flagship model with a million-token context window, requiring no... Read more ›
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Agent skills have become an important part of real-world AI applications, providing a mechanism — a set of instructions saved in a folder of text-based markdown (.md) files, usually — for models to adapt to specific enterprise use cases and complex workflows. However, optimizing these skills is a slow process and faulty process, as they cannot be trained in the same way as the parameters of the underlying AI model.... Read more ›
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Most enterprise RAG pipelines start the same way: a text parser converts web pages and documents into plain text so they can be chunked and indexed for retrieval. That conversion step destroys retrieval signals — and according to new research, it's responsible for the majority of wrong answers.A research team from UC Berkeley, Princeton University, EPFL and Databricks published a paper this week introducing PixelRAG, a system that skips that... Read more ›
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The creators of the hit, enterprise-friendly, open source OpenClaw variant NanoClaw are partnering with software supply chain management leader JFrog have to launch a new, joint security integration they say will protect NanoClaw autonomous agents from malicious code injection. "These agents are doing things that you cannot necessarily control, and you cannot necessarily train," said Gal Marder, Chief Strategy Officer at JFrog, in an exclusive interview with VentureBeat.Available immediately, the... Read more ›
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Large language models continue to struggle with hallucinations, presenting a major roadblock for real-world enterprise applications. Reducing these errors is a messy business, forcing model developers to navigate a strict tradeoff where eliminating factual errors often suppresses valid answers.In a new paper, Google researchers introduce the concept of "faithful uncertainty," a metacognitive technique that aligns a model's response with its internal confidence. This alignment allows the model to offer appro Read more ›
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Moonshot AI released Kimi K2.7-Code this week, an open-source update to its K2 coding model family, claiming leaner reasoning and double-digit performance gains.K2.7-Code is built on the same trillion-parameter mixture-of-experts architecture as its predecessor K2.6, and drops in via an OpenAI-compatible API — which matters for teams already running K2.6 in production gateways.When K2.6 launched in April, it topped OpenRouter's weekly LLM leaderboard — a ranking based on actual API... Read more ›
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The US government last night issued an unprecedented export control directive ordering Anthropic to immediately suspend all access to its top-tier Claude Fable 5 and Claude Mythos 5 models for foreign nationals, citing unspecified national security authorities. In response, Anthropic has blocked all public access to both models, globally — meaning no users around the world can access them at this time, even paying enterprise customers and Anthropic employees internally.... Read more ›
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18.06.2026 09:06
Last update: 09:00 EDT.
News rating updated: 16:00.
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