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A core element of any data retrieval operation is the use of a component known as a retriever. Its job is to retrieve the relevant content for a given query. In the AI era, retrievers have been used as part of RAG pipelines. The approach is straightforward: retrieve relevant documents, feed them to an LLM, and let the model generate an answer based on that context.While retrieval might have seemed like a solved problem, it actually wasn't solved for modern agentic AI workflows.In research published this wee
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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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TurnUp, the Ghent-based startuphelping dental and medical practices reduce no-shows and last-minutecancellations, has raised €2 million in a seed funding round led by Newion,with participation from RD... Read more ›
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Have you ever noticed the mysterious snowflake icon sitting next to your car's gear selector? Discover the hidden driving feature it activates. Read more ›
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Всем привет! Я Дмитрий Милов, Python-разработчик компании МУЛЬТИФАКТОР в команде продукта MULTIDIRECTORY, мы разрабатываем собственную службу каталогов.Как это обычно бывает в процессе развития продукта, код постепенно перестает помещаться в привычные рамки. Мы начали обсуждать, какое архитектурное решение лучше подходит нашей системе. Спор об определениях затянулся: у каждого были аргументы, почему одно решение лучше другого.Почему продолжается путаница в концепциях, которые давно описаны и формализованы?. Read more ›
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YouTube is testing DMs in its mobile app, and US is now part of the experiment. Read more ›
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In this exclusive interview, Janne Hietala, CEO of Kelluu, discusses how his company is pioneering the use of autonomous, hydrogen-powered airships to revolutionise aerial monitoring. Unlike traditional drones or satellites, Kelluu’s fleet delivers persistent, high-accuracy environmental data in extreme conditions – from Arctic temperatures to GPS-denied environments. Learn how these near-silent, emission-free platforms are reshaping ... Read more ›
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Изначально цели у меня свергнуть с пьедестала популярные сетевые инструменты типа BloodHound и иже с ними не было. Нет ее и сейчас. У них было, есть и будет заслуженное место в арсенале redteam и blueteam‑команд. Все нижеописанное можно воспринимать с легкой иронией, как необычный побочный эффект моих изысканий.Вопрос у меня был простой — какие компоненты подсистемы COM лежат в основе AD? Если вкратце, то Windows управляет AD через ADSI —... Read more ›
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Sports leagues like the NFL, NBA, and FIFA may be locking out fans and undermining their own business with high prices and too many streaming deals. Read more ›
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Each token is backed by one gram of physical gold held by DBS in a dedicated vault in Singapore. Read more ›
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The following looks at the fintech, digital and wider economic development of small Western European nation of Liechtenstein. Read more ›
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Когда-то музыку слушали на пластинках, затем на кассетах, CD-дисках, потом пришёл Winamp и mp3-плееры.Теперь же у нас есть музыкальные стриминговые сервисы, с которыми прослушивание музыки вышло на новый уровень и достигло максимального удобства.Или же всё-таки не достигло? Я вот, например, пользуюсь Spotify. И казалось бы, это лидер среди музыкальных стримингов, у них-то точно должно быть всё на высоте. Но мне постоянно приходят мысли, что в их приложении не хватает той... Read more ›
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Привет, Хабр! Меня зовут Мария Абросимова, я автор Projecto.Когда говорят про управление проектами, обычно представляют IT-команду, разработчиков и спринты. Но если посмотреть на организацию работы, нет разницы между диджитал-агентством, строительной компанией и научным центром: везде нужно координировать людей, соблюдать сроки и понимать, что происходит по каждому проекту прямо сейчас. В этой статье я расскажу, как научно-исследовательский центр «Дом Фармации» переехал из Excel в систему управления проекта Read more ›
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В 2026 году скорость и анонимность перестали быть единственными критериями успешной работы в сети. Сегодня главный критерий — это безопасность данных, потому что интернет превратился в поле битвы, где каждый неверный шаг может стоить конфиденциальности или бизнеса. В погоне за доступом к глобальному контенту или обходом ограничений многие воспринимают прокси как простую техническую прослойку для выхода в интернет. Однако в действительности современные технологии проксирования представляют собой сложные мног Read more ›
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Here's how to listen to the FIFA World Cup 2026 on SiriusXM, BBC Radio 5 Live and TalkSport from anywhere in the world. Read more ›
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Deezer will now scan your playlists on other streaming platforms to detect AI-generated music. Deezer was the first of the big streaming services to start labeling AI-generated music. It even offered its tech to other platforms, but it doesn't seem like it had many buyers. Qobuz launched its own detection tech, while Apple and Spotify […] Read more ›
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Если вы хоть раз тестировали локальную модель (да и нелокальную тоже) и замечали, как она посреди нормального текста вдруг выдает иероглиф, то заголовок статьи вам не покажется странным. И к концу будет ясно, что именно происходит когда ИИ-шка вам подсовывает иероглифы.Статью я решил поделить на два уровня. Первая часть (без которой сложно понять вторую) — для тех, кто слышал слово «эмбеддинг», но не трогал его руками: разберем на пальцах и... Read more ›
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"Most of them are chillaxing over their latte, reading a report about something that they don't understand," Palantir CEO Alex Karp said on CNBC. Read more ›
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Capsa AI, the London and New York-based startup building an AI operating system for private capital, has raised $18m (£13.4m) in Series A funding. The startup says private capital manages over $15 trillion (£11.2 trillion) in assets, yet most of it is still tracked across PDFs, emails and spreadsheets – and investment professionals lose more ... Read more ›
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VentureBeat
Anthropic co-founder and CEO Dario Amodei said it was coming, but it still feels like a milestone: More than 80% of the code merged into Anthropic’s production codebase in May wasn't authored by humans, but by its own AI model, Claude, according to a new report shared by the record-breaking AI startup today.This transformation has triggered an 8x increase in the volume of code shipped per engineer per quarter compared... Read more ›
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Meta's AI support agent bound recovery emails to accounts for whoever asked, and SOCs never saw an alert. An authorized agent writes a log of legitimate transactions, so nothing in the detection stack fired. Attackers asked the bot to make the change, took the one-time code it sent, and ran the password reset, 404 Media reported.No malware, no stolen credentials, and no prompt injection in the sense most security teams... Read more ›
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When someone on a team corrects an AI agent — better prompts, better feedback, better context — that improvement disappears the moment a colleague opens the same tool. The correction doesn't transfer, and the next person starts from zero.The problem compounds in multi-agent workflows, where teams expect agents to share context across users and tasks. Without a shared memory layer, every team member effectively trains a different version of the... Read more ›
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Microsoft used its Build 2026 conference this week to push a clear message: agents are rapidly moving into production throughout enterprise systems, and the winning platform will be the one that gives them reliable context, governance, identity, memory — and secure access to enterprise data. The company announced Microsoft IQ as a context layer across GitHub Copilot, Microsoft Foundry and Copilot Studio; Work IQ APIs coming June 16; Fabric IQ... Read more ›
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For three years, Microsoft's artificial intelligence story has been inseparable from OpenAI. The partnership — cemented by a cumulative investment exceeding $13 billion — gave Microsoft early access to the most advanced AI models on the planet, catapulting its Copilot products into the enterprise mainstream and adding hundreds of billions of dollars to its market capitalization. To the outside world, Microsoft's AI strategy was OpenAI.Mustafa Suleyman wants to change that... Read more ›
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Our system did one thing, and it did it well: It turned natural-language questions into API calls.The users were analysts, account managers, and operations leads. They knew what data they needed, but assembling it manually meant pulling from four dashboards, two BI tools, and a Salesforce report builder. With our system, they typed the request in plain English. A request like "Compile a report on sales volume for January through... Read more ›
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Agentic AI is now a core part of the engineering process, driving massive execution leverage and helping us generate more code than ever before. Yet, a difficult question I’ve increasingly heard from business leaders is: if we’re shipping code faster than ever, why aren’t our products improving at the same rate?The reason is that writing code was never the rate limiter. Defining the right requirements, integrating with complex systems, and... Read more ›
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Our system did one thing, and it did it well: It turned natural-language questions into API calls.The users were analysts, account managers, and operations leads. They knew what data they needed, but assembling it manually meant pulling from four dashboards, two BI tools, and a Salesforce report builder. With our system, they typed the request in plain English. A request like "Compile a report on sales volume for January through... Read more ›
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In Q1 2026, VentureBeat's Pulse Research surfaced the “Governance Mirage”: the gap between the governance org charts enterprises had drawn and the control layers they had actually built. Forty-three percent said a central team owned AI governance; 23% couldn't agree on who owned it at all; and 31% named vendor opacity as the single biggest obstacle.This new wave of research asks the next question: Once you've admitted the governance problem,... Read more ›
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A joint research collaboration between researchers at the University of Illinois at Urbana-Champaign (UIUC), UC Berkeley, and the open source AI-native vector database platform Chroma unveiled Harness-1, a 20-billion parameter open-source search agent built atop OpenAI's gpt-oss-20B open source model that fundamentally redesigns how AI executes complex retrieval tasks. Harness-1 achieves a massive leap in performance, scoring 73% average on its ability to recall relevant information correctly from a curated Read more ›
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11.06.2026 04:47
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