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During Operation Lunar Peek in November 2024, attackers gained unauthenticated remote admin access — and eventual root — across more than 13,000 exposed Palo Alto Networks management interfaces. Palo Alto Networks scored CVE-2024-0012 at 9.3 and CVE-2024-9474 at 6.9 under CVSS v4.0. NVD scored the same pair 9.8 and 7.2 under CVSS v3.1. Two scoring systems. Two different answers for the same vulnerabilities. The 6.9 fell below patch thresholds. Admin access appeared required. The 9.3 sat queued for maintenan
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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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European enterprise software investors Main Capital Partners announced today that Main Capital IX and Main Foundation III have together closed over €5.25 billion in commitments. Main Capital IX close... Read more ›
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The full-name phone greeting looks like stiffness to anyone under forty. It's actually a fossil from the era of the shared household phone, when announcing yourself was a small courtesy to whoever else might be listening in the kitchen. Read more ›
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Meta's gorgeous smart glasses charging stand plays a frustrating accessory-tax game. Read more ›
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Как мы пришли к локальному скану, фильтру Блума и переезду очереди на Kafka — и почему это всё случилось Привет, Хабр. Я Данил Кислов, разработчик команды хранилищ. У нас в One-cloud (внутренняя корпоративная облачная платформа) лежит собственная S3-совместимая реализация — one-object-storage. Хочу рассказать, как эволюционировал метастор S3— та часть, что отвечает за метаданные объектов: списки версий, индексы, настройки бакетов и прочую служебную мелочь.История начинается с того, что система, построенная. Read more ›
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Samsung Galaxy XR preorders are live — and you can save £100 if you act fast. Read more ›
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В эволюции человека, с сопутствующими видами, есть достаточно любопытный момент. По какой-то причине, примерно 2 миллиона лет назад размеры нашего тела и мозга резко выросли. Это опровергает концепцию эволюции, как медленного и устойчивого прогресса через небольшие изменения. А может ли что-то устойчивое идти скачками? Загрузиться когнитивным топливом Read more ›
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The compulsive offer to drive often has less to do with generosity than with an old, quiet conviction that being useful is the safest way to be welcome. A look at the attachment patterns behind chronic helping. Read more ›
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В начале мая в инструменте Lighthouse от Google появилась новая категория проверок «Агентный просмотр». Читать далее Read more ›
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Привет, Хабр! Меня зовут Дмитрий, руководитель отдела рекламы и продвижения в Аспро. Мы запускаем интернет-магазины и развиваем систему управления бизнесом Аспро.Cloud.Раньше покупатель сам проходил путь: вводил запрос, открывал несколько вкладок, читал характеристики, сравнивал цены и условия доставки — и в итоге выбирал. Интернет-магазин конкурировал за место в выдаче и за то, чтобы человек остался именно на его странице.Сейчас этот путь берет на себя нейросеть. Покупатель пишет «посудомойка для семьи» —. Read more ›
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Zelara,a Berlin-based startup developing an AI-native learning system for lifecyclemarketing, has raised €3 million in a pre-seed funding round led by NAP, withparticipation from Heartfelt and Angel I... Read more ›
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Polaroid is one of a growing crop of brands leaning into anti-AI marketing. The "cheeky" ad is part of its "the best of summer is analog" campaign. Read more ›
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Всем привет! Меня зовут Олег Малышев. Я один из лидеров стека тестирования в компании «ТехВилл» Мы продолжаем разговор о том, как применять ИИ в тестировании. В этой статье расскажу, как мы пишем API-автотесты с помощью OpenAPI Generator, Cursor/Claude Code и автоматически считаем покрытие по Swagger через swagger-coverage.Раньше я уже записывал большое двухчасовое видео по Cursor, где показывал в том числе, как мы генерируем автотесты. Но с тех пор подход немного... Read more ›
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Привет, Хабр! Это Сергей Перевозчиков, основатель агентства контекстной рекламы «КонтекстЛаб». Когда ко мне обратился производитель деревянных игрушек, главной проблемой была не выручка, а экономика продаж. Я часто вижу такую ситуацию на маркетплейсах: продажи вроде есть, а прибыли почти нет, потому что бизнес не считает реальные показатели по товарам и не замечает скрытые возможности для роста.Мы внимательно разобрали ассортимент, посчитали экономику каждого товара и нашли точки роста, которые раньше остав Read more ›
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A buyer snagged the new Google Home Speaker early and shared first impressions. The sound impresses, the setup is quick, but the fixed power cable is a real letdown for repairability. Read more ›
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Stockholm-based Fika Jobs has raised a $4 million pre-seed round to build what it describes as a video-first hiring platform, where candidates are interviewed by an AI agent rather than screened through resumes, as reported by TechCrunch . The round was led by Luminar Ventures, with participation from Alliance VC and King co-founders Sebastian Knutsson and Riccardo Zacconi, the duo behind Candy Crush. Read more ›
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VentureBeat
When Anthropic quietly released Claude Design in April as a "research preview," it generated the kind of instant traction most product teams dream about: more than one million users in its first week. It also generated a problem. The tool consumed tokens so voraciously that a PCWorld reviewer burned through 80 percent of his weekly Claude Pro allowance in roughly 25 minutes, producing just three variations of a single webpage... Read more ›
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Building a context layer between enterprise data stores and AI agents is bespoke work, with no standard service to automate or maintain the graphs over time. Amazon is making a direct play to change that.Amazon on Wednesday entered the space, announcing a series of three products it's positioning as a context intelligence stack for AI agents. The centerpiece is AWS Context, a new knowledge graph service that gets smarter through... Read more ›
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Adobe has announced a major expansion of its "creative agent" across its flagship Creative Cloud suite and upgraded Firefly AI studio. Available in public beta starting today across Premiere Pro, Photoshop, Illustrator, InDesign, and Frame.io, the agent is designed to serve everyone from individual creators to enterprise marketing teams. Unlike first-generation generative AI tools that simply output flat media from a chat interface, Adobe’s embedded assistant acts as an orchestration... Read more ›
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Two AI tools broke in the same way in the same two weeks, and four research teams proved it. The pattern underneath every disclosure is one sentence: enterprise AI accepts external input with no trust boundary. On June 15, Varonis disclosed SearchLeak (CVE-2026-42824), a proof-of-concept exfiltration chain in Microsoft 365 Copilot Enterprise Search. A victim clicks a crafted microsoft.com URL, Copilot searches their mailbox, and the data leaves through a... Read more ›
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Imagine your engineering team just deployed an AI agent to search through internal company documents and answer employee questions. It works perfectly in development, but in production, it consistently hallucinates or misses key constraints. Fixing this is rarely a simple patch. It requires a tedious, trial-and-error process of tweaking chunking strategies, retrieval methods, and system prompts simultaneously. Because these adjustments are entangled, it becomes nearly impossible to attribute which specific. Read more ›
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Anthropic announced a potentially game-changing new feature for users of Claude Code on the Claude Team and Enterprise subscription plans: Artifacts. This update turns a Claude Code session's work into a live, interactive, and shareable, custom HTML webpage, allowing a Claude Code user to plug in live code, multiple data sources, and have it surface on an interactive URL that they can send to other teammates — be it a... Read more ›
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Enterprise teams keep watching the same thing happen. An AI agent demos beautifully, goes to production, and stalls: it runs for a short stretch, then needs a human to top up its context and check its output, and the promised efficiency drains into supervision. The agent did the work; you did the watching. It’s one reason so many agent pilots never turn into production systems.The pitch on the other side... Read more ›
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Your AI agent did exactly what it was designed to do. The framework underneath it just handed an attacker a shell on the box that holds your OpenAI key, your database credentials, and your CRM tokens.That is not a hypothetical. In a few months, three of the most widely deployed AI agent frameworks each turned a known, ordinary bug class into a way through. Check Point Research chained a SQL... Read more ›
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Presented by SolidigmAs inference workloads evolve from discrete question-and-answer exchanges into persistent, multi-step agentic systems, GPU availability is no longer the most critical AI bottleneck. Instead, the bottleneck has migrated from compute to context, says Jeff Harthorn, AI applied research lead at Solidigm."Why context management has become a primary bottleneck, more than GPU availability or compute efficiency, is the question of 2026," says Harthorn. "GPUs have gotten dramatically cheaper per Read more ›
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Not every company can or should build their own frontier AI language model. However, the harness controlling the model is something that most enterprises can and should customize for their specific purposes.Of course, this is easier said than done. Agent harnesses are still largely tuned through manual, ad hoc debugging — a process that relies heavily on intuition rather than systematic feedback loops, making it difficult to keep pace with... Read more ›
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24.06.2026 04:02
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