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As large language models become more capable, users are tempted to delegate knowledge tasks where models process documents on their behalf and provide the finished results. But how far can you trust the model to stay faithful to the content of your documents when it has to iterate over them across multiple rounds?A new study by researchers at Microsoft shows that large language models silently corrupt documents that they work on by introducing errors. The researchers developed a benchmark that simulates mul
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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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Amazon and consumers suing the company have asked a federal judge in Washington to give preliminary approval to an unusual… Continue reading Amazon $200M settlement channels gambling app claims toward developers Read more ›
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Выбираем ИИ для генерации видео по фото или тексту. Сравнили лимиты и качество рендера, стоимость генерации. От дешевых оживлений фотографий до сложного монтажа промптами. Читать далее Read more ›
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Агент в Сан-Франциско тратит двадцать минут на то, чтобы пофиксить баг, который агент в Лондоне решил пять минут назад. Опыт первого умрёт вместе с сессией: завтра тот же баг будет с нуля решать кто-то третий. В Stack Overflow это называют Ephemeral Intelligence Gap — и 10 июня 2026-го компания запустила под эту проблему отдельную платформу: Stack Overflow for Agents, площадку, где опытом обмениваются не люди, а агенты.На Хабре про запуск... Read more ›
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Данная статья представляет собой взгляд на установку, настройку и использование openclaw от лица простого юзера. Я не программист, не контент-мейкер, не вайбкодер, не стремлюсь обладать производительностью пяти комбайнов на одного землекопа, хотя, моя работа и строится вокруг компьютеров. Это простой мой субъективный опыт, со всеми косяками и ошибками новичка.За самим openclaw я наблюдаю давно, и спустя полгода после релиза, решил, что этот весьма смелый эксперимент уже избавился от большинства ошибок... Read more ›
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Возвращаемся в те времена, когда о компьютерах слыхом не слыхивали, а присланную гифку со смешным котом объявили бы черной магией. Читать далее Read more ›
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Я занимаюсь исследованиями цифровых банковских сервисов много лет. И уже 10 лет мы исследуем мобильные банки для бизнеса.Мобильные банки менялись под влиянием сразу нескольких факторов: цифровизации бизнеса, изменений в регулировании и налоговом законодательстве, роста конкуренции, развития технологий и появления ИИ.За это время изменился и рынок. Он прошел путь от приложений с ограниченным набором операций до многофункциональных платформ, в которых предпринимателю доступно 40+ продуктов и услуг.В этом году Read more ›
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3D printing could very well revolutionize how the military manufactures munitions, but not in the way you might be thinking. Here's what the future may hold. Read more ›
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The Hisense A10 is a dual-screen phone with both an e-paper and an LCD display, and the latter is detachable. Read more ›
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Пайплайны редко тормозят из‑за одной большой проблемы — чаще минуты незаметно съедают неработающий кэш, тяжёлые образы, очереди и лишние зависимости между джобами. Разберём шесть типичных ошибок в настройке GitLab Runner и посмотрим, как найти узкое место до того, как команда привыкнет ждать сборку по двадцать минут. Читать далее Read more ›
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Пишу свой путь разработки self-hosted сервера с полностью автоматизированным развертыванием с полным циклом состоящим из около 15 DevOps технологий, а также 7 сервисов, которые будут полезны каждому!Всё началось с того, что меня перестал устраивать мой подход к развертыванию личных сервисов. Я решил переписать всё с нуля. К тому же это был отличный повод получить новые навыки и попробовать инструменты, до которых давно не доходили руки.Арендовать мощные VPS под ресурсоемкие задачи... Read more ›
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The SBI Solana Global joint venture now includes the Solana Foundation, the Swiss organization that oversees the layer-1 network. Read more ›
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The 54 firm-strong group, which is backed by the City of London Corporation, will spend the next year working on live tokenisation use cases across UK financial markets. Read more ›
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Remedy у вас работает, но вендор ушёл: ни патчей, ни поддержки, ни людей, кто в этом разберётся. Разбираем, как переезжать — тащить старый кастом с собой или начинать заново. Читать далее Read more ›
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На примере PHP хорошо видно, как внутренние оптимизации динамически типизированного языка развиваются и усложняются.PHP‑массив выглядит универсальным, но внутри него скрыто множество оптимизаций и ветвлений, в их числе оптимизации для хранения и работы с массивами: Packed List & HashTable. Взаимодействие между ними и copy‑on‑write дают иногда неожиданное и непрозрачное поведение с точки зрения PHP программиста. Копнуть глубже Read more ›
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These butt-cleaning machines also offer luxe features like custom seat warming and adjustable water flows. Read more ›
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"Git and email are the two really only tools I use," Linus Torvalds said at Open Source Summit India 2026. But ZDNet reports that he also shared his thoughts on Rust, C, and patch-checking tools: "I use Google as a way to look things up." He added, "I'm unusual; most of the other maintainers end up using many more tools, and I think a lot of them are starting to... Read more ›
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VentureBeat
There's an important distinction between AI that just works today, and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they're building the second.Velocity without discipline and strategic direction is a liability, not an asset. The hardest part of building AI at scale isn't getting a model to work once. It's building systems that continue to work, scale beyond individual teams and... Read more ›
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For the past year, the awkward secret of the open-weight model boom has been that many of the strongest Chinese releases were off-limits to a large slice of the enterprises most interested in them. License terms that excluded the European Union, the United Kingdom and South Korea meant legal teams killed deployments before engineering teams finished their evals — not just for companies headquartered there, but for any enterprise serving... Read more ›
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Anthropic, the artificial intelligence company, published a sweeping research paper on Sunday revealing that its Claude language models have spontaneously developed an internal structure that mirrors one of the most influential theories of how human consciousness works. The finding, which the company says has already begun reshaping how it monitors its AI systems for safety risks, lands amid an intensifying scientific debate over whether machines can possess anything resembling a... Read more ›
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Presented by MongoDBThe gap between what AI models and agents can produce and what legacy infrastructure can reliably support is known as architectural drag, and it is the defining bottleneck of the agentic era. The data layer underneath an agentic system must handle variable schemas, vector embeddings, real-time retrieval, and multi-tenant scale, often simultaneously and without human intervention to manage migrations — but traditional relational databases weren't natively designed for... Read more ›
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Anthropic on Tuesday launched Claude Cowork on mobile and web, expanding a tool that has quietly become the company's bridge between the developer-centric world of AI coding agents and the far larger market of knowledge workers who never open a terminal.The rollout, which begins in beta with Max subscribers before expanding to additional plans, marks a strategic inflection for Anthropic. It transforms Cowork from a desktop-only agent into a cross-device... Read more ›
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Presented by Box Content access, governance, and platform flexibility are emerging as the dividing lines between AI leaders and laggards, according to the new State of AI in the enterprise report from Box, which surveyed 1,640 IT decision makers across the US, UK, France, and Japan. One of the report's major findings is the speed of the shift: the combined share of organizations describing themselves as advanced or leading edge... Read more ›
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Presented by Red Hat At VentureBeat's recent AI Impact event, where the discussion centered on what separates enterprises that scale agentic AI from those that stall in pilot mode, Brian Gracely, senior director of portfolio strategy at Red Hat, detailed what companies actually run into once agents reach production. He dove into cost discipline, the security blind spots unique to autonomous systems, and the organizational friction that determines whether agent... Read more ›
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Presented by RubrikEnterprise cybersecurity is facing a fundamental speed problem. Frontier AI models are now enabling autonomous attacks that can move from initial access to full system breakout in as little as 27 seconds. That’s faster than any human-operated security workflow can detect, escalate, and respond.As a result, security operations can no longer assume there is time for humans to respond between breach and damage.The security posture that enterprises need... Read more ›
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Five years and $27.7 billion after Salesforce acquired Slack, the two products are finally starting to function as a single system. On Tuesday, Slack launched an integration that connects Slackbot — the personal AI agent built into every workspace — to the entire Salesforce platform, including CRM data, Tableau analytics, Data 360 customer profiles, and a growing constellation of third-party applications, all through a single conversational prompt.The mechanism behind the... Read more ›
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OpenAI on Wednesday launched GPT-Live, a pair of new voice models that fundamentally redesign how people talk to ChatGPT — replacing the company's existing Advanced Voice Mode with an architecture that can listen and speak simultaneously, much like an actual human conversation.The two models, GPT-Live-1 and GPT-Live-1 mini, are rolling out globally starting today across iOS, Android, and ChatGPT.com. GPT-Live-1 becomes the default voice model for paid ChatGPT users on... Read more ›
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13.07.2026 08:04
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