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RAG architectures are good at one thing: surfacing semantically relevant documents. That's also where they stop.A framework called a decision context graph addresses that gap by giving agents structured memory, time-aware reasoning, and explicit decision logic. Rippletide, a startup in the Neo4j ecosystem, has built one. The key capability: agents that are non-regressive, able to freeze validated sequences of actions and compound on them over time.“The key point you want is non-regressivity: How do you make
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VentureBeat
Abbott suffers two attacks in the same week, and at least one is demanding a ransom payment. Read more ›
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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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Between Memorial Day and Labor Day, fatal teen driving accidents skyrocket. Discover the massive nationwide police crackdowns aiming to stop them. Read more ›
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Zyns revolutionized nicotine intake, and now Americans are obsessed with putting pouches in their mouths for everything. Read more ›
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Привет, Хабр! Меня зовут Максим, я инженер команды Нагрузочного тестирования в Ideco. Вместе с командой мы развиваем Ideco NGFW Novum и регулярно гоняем его под синтетической нагрузкой - и для проверки регрессии по производительности, и чтобы честно отвечать на вопрос заказчика «а сколько он у вас держит».У производительности NGFW есть неудобное свойство: один и тот же межсетевой экран на двух разных стендах легко показывает разные числа - и оба теста... Read more ›
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Есть фраза, от которой у меня до сих пор дёргается глаз: «Да там ничего сложного — просто раскатим Scrum на все команды». Обычно её уверенно произносит человек, который пару недель назад сходил на двухдневный курс, получил красивый сертификат — и теперь искренне считает, что понял, как устроена разработка.Пятнадцать лет в профессии, путь от инженера до директора разработки, до восьми команд над одним продуктом одновременно — и за это время я... Read more ›
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Kanishka Narayan has been named as the minister for AI in the new UK prime minister's government, in a role in which he will attend cabinet meetings. Narayan, previously a junior AI and online safety ... Read more ›
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Bristol’s Ponda, the biomaterials company behind the plant-based insulation material BioPuff, has secured a €2.76 million (£2.35 million) grant to lead what the company is calling one of the world’s largest wetland farming demonstrations supporting peatland regeneration. The grant was awarded by DEFRA’s Farming Innovation Programme and will support a 30-month project and establish a ... Read more ›
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Faces can be reassembled in the mind. Voices cannot. The research on sensory memory explains why the bereaved cling to old voicemails long after a parent is gone — and why that instinct is not pathological but protective. Read more ›
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A Wharton research paper says that AI-driven layoffs could reduce consumer demand so much that companies relying on revenue could also collapse. Read more ›
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Choosing the right Microsoft enterprise resource planning (ERP) implementation partner determines whether a business modernises smoothly or faces costly delays and system failures. Companies evaluating Microsoft ERP implementation partners need to assess industry expertise, consultant depth, implementation methodology and post-go-live support. For organisations based in the Asia-Pacific region, the six partners ranked in this comparison ... Read more ›
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Кажется, что в процессорном мире все идет строго по плану: вышла Zen 5, готовится следующее поколение, а сокет AM5 постепенно становится основной платформой AMD. На этом фоне немного странно видеть в продаже процессоры с архитектурой 2019 года. И речь не о складских остатках, а о вполне новых моделях.Вот наглядный пример — в марте 2026 года вышел Ryzen 7 4700LE. Восемь ядер, шестнадцать потоков, теплопакет 65 Вт, никакой встроенной графики и... Read more ›
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Кампания с недельным бюджетом 10 000 ₽ в нише, где заявка стоит около 5 000, не обучится никогда — и автостратегия тут ни при чём. Ей просто не на чем учиться: за неделю она не наберёт даже двух заявок, а без набранных заявок look-alike нечем строить закономерность. Это школьная арифметика, и желание заказчика на неё не влияет.Я веду Яндекс Директ в недвижимости, и почти любой спор «автостратегии всё сливают» против... Read more ›
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Представьте: вы пишете парсер, который обходит сотни миллионов URL. Каждую новую ссылку нужно проверить — посещали ли мы её раньше? Заводить гигабайтный хеш-набор для хранения всех адресов — расточительно и медленно.Но существует вероятностная структура данных, которая способна ответить на вопрос «видели ли мы этот URL?», занимая при этом в десятки раз меньше памяти, чем полное множество строк. Плата за такое — мизерная возможность ложноположительного срабатывания, где фильтр заявит что, хотя... Read more ›
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Доброго дня, дорогие читатели. Знаете ли вы, что ксеноморф из «Чужого» мог выглядеть как… зефирный человечек с голубыми глазами? Именно такого монстра предлагали студии Fox, пока на сцену не вышел Ридли Скотт с ультиматумом. Эта заметка — о том, как швейцарский сюрреалист Ханс Рудольф Гигер, капризное отношение студии и одно «фаллическое» решение на 65-й странице «Некрономикона» навсегда изменили историю научной кинофантастики. Итак… Читать далее Read more ›
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Samsung wants to build humanoid robots, but its new RX division is starting with practical factory machines while consumer models and robot butlers remain distant ambitions without a launch timeline. Read more ›
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Статья написана на основе интервью с Алексеем Куликовым, владельцем студии 3D-технологий Activ3D, Екатеринбург.3D-принтер сейчас может купить любой школьник. Печатают все подряд, даже домашние мастера берут заказы по вечерам после работы. А ко мне приходят заводы и платят за пластиковую деталь в разы больше, чем стоит сам пластик.Дальше расскажу, как так вышло. Почему отказываю части клиентов и отправляю их к конкурентам и почему именно на этом зарабатываю. Цифры будут в конце.... Read more ›
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ASML’s €20,000 stock grant is the latest move in a semiconductor talent retention contest that has already reshaped pay in South Korea. Southeast Asia is short of the same engineers, without the profit pools to buy its way out. Semiconductor talent retention has become one of the industry’s biggest line items, and ASML has just ... Read more ›
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В первых двух частях (1, 2) мы разобрали, зачем дизайнеру знать основы вёрстки, и поближе познакомились с языком разметки HTML. Сегодня давайте подбробнее обсудим, как из простой разметки рождается дизайн: поговорим о CSS. Читать далее Read more ›
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VentureBeat
Canva on Tuesday launched Canva Code 2.0, a major upgrade to its AI-powered coding tool that lets users build interactive websites, apps, and experiences using plain-language prompts — and then edit the results as easily as tweaking a Canva presentation. The feature is now available to all of the company's more than 265 million monthly users across every pricing tier, including free accounts.The move is Canva's most aggressive push yet... Read more ›
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1Password on Tuesday launched AI Spend and Consumption Management, a new capability embedded in its SaaS Manager platform that gives IT and finance teams a unified, real-time view of how their organizations consume and spend on AI services from vendors including Anthropic, Cursor, and OpenAI.The move marks the latest strategic expansion for a company that built its reputation on password management for consumers and, over the past three years, has... Read more ›
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Organizations need to transform to meet the needs of agentic AI.Meta VP of Engineering Barak Yagour opened his talk at VB Transform 2026 wearing a pair of Ray-Ban Meta AI glasses, a small sign of how far AI has already worked its way into physical life. His argument went further: enterprise infrastructure was built for humans, not for agents, and it's starting to show.Yagour, who leads its data infrastructure organization,... Read more ›
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Hundreds of enterprise leaders and technical experts packed the main ballroom of the luxurious Hotel Nia in Menlo Park this week for VB Transform 2026, the year's preeminent conference on using generative AI agents to drive business outcomes. Rachad Alao, vice president of product engineering at the rising Canadian enterprise AI startup Cohere, joined VentureBeat CEO and editor-in-chief Matt Marshall for a fireside chat about building agentic systems without surrendering... Read more ›
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The enterprise AI industry has a math problem. Cisco data shows 85% of enterprises are piloting AI agents, but only 5% have shipped them to production. At VB Transform 2026 on Tuesday, Bryan Silverthorn, Director of AGI Autonomy at Amazon, explained why that gap persists — and why the answer isn't better benchmarks.Silverthorn, who joined Amazon through its acquisition of Adept AI and now leads multimodal agent training inside the... Read more ›
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Enterprises looking to move more of their agentic AI workloads to open weights models they can customize, control and run on-premises or in virtual private clouds have a strong new contender to consider.Today, Thinking Machines—the highly capitalized American AI startup founded by former OpenAI CTO Mira Murati—released Inkling, its first major language model under an enterprise-friendly Apache 2.0 open source license, and it boasts high, if sub state-of-the-art, performance for... Read more ›
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Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agents” are still chatbot wrappers, the control plane enterprises expect is deliberately hybrid to avoid lock-in, and real-time fiscal control over token burn remains the exception.This... Read more ›
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Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty fully trusts automated evaluation today; and the most-cited weakness is that evaluations do not align with real-world outcomes. Yet two-thirds already allow, or are actively engineering toward, deploying... Read more ›
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Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-native retrieval has quietly overtaken the dedicated vector databases that define the category — yet a majority of enterprises have already watched their agents produce confident, wrong answers traced to missing or inconsistent context. A governed semantic layer is emerging... Read more ›
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Presented by Ping Identity Enterprises need to treat zero trust security architecture as an immediate requirement for AI agents rather than a long-term goal, says Andre Durand, CEO and founder of Ping Identity. Zero trust, the security model built on the assumption that no user, device, or system should be automatically trusted, requires continuous verification before every action rather than a single check at login. Agentic AI has profoundly compressed... Read more ›
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21.07.2026 04:44
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