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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 conversion entirely. Instead of parsing pages into text, PixelRAG.
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VentureBeat
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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Elon Musk's companies are intertwined. There's renewed speculation that his sprawling, intermingled business empire could see a Tesla mega merger. Read more ›
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Winning fight against AI data centers gives people a "taste of political power." Read more ›
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GOP lawmakers, tech investors, and even OpenAI have tied the anti-data center movement in the US to Chinese interference. Experts say it’s much more complicated than that. Read more ›
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You'd be forgiven for thinking this day would never come. Siri has spent a decade and half somewhere between "sort of useful at a few things" and "utterly disastrous, why did I even try, can it honestly not even set a timer." But the wildest thing just happened: Apple put out a new version of […] Read more ›
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A new rumor suggests Sebastian Stan could be playing an unexpected character in the Matt Reeves sequel. Read more ›
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An AI-powered dystopian future seems increasingly inevitable to many these days, but for some, it’s already here. Read more ›
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We talked to the browser maker's new boss about privacy, choice and his vision for the internet's future. Read more ›
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Anthropic limits AI model use, citing safety concerns. But it's also trying to stop open-source models from competing. Read more ›
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For business travel and gaming on the go, there's not much I didn't like about this 16.1-inch display. Read more ›
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Unsure whether a robot mower could handle my complex lawn, I signed up for a robot mower subscription service. Here's how it went. Read more ›
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Скриптов «забэкапь мне сайт» в интернете тысячи. Большинство падает на shared-хостинге, потому что там либо нет crontab -e, либо нет rsync, либо mysqldump лежит в нестандартном месте, либо у вас нет root, чтобы починить права на /tmp. А ещё — почти все игнорируют ротацию, и через два месяца ваш FTP забит 300 архивами по 200 МБ каждый.В этой статье — рабочая схема для типичного клиентского сайта на Beget/Timeweb/Rusonyx-подобном хостинге, без... Read more ›
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Who has time to type, anyway? You can now record or upload short video replies directly in certain subreddits. Read more ›
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Первый патент предусматривал объединение в одном узле двух различных фильтрующих секций.Первая секция представляла собой классический бумажный полнопоточный фильтроэлемент.Вторая секция выполнялась на основе объёмно-капиллярной фильтрующей шторы из синтетической текстурированной нити.Смысл решения был достаточно прост.Основная масса масла проходила через бумажную секцию, обеспечивающую минимальное сопротивление потоку.Одновременно часть масла проходила через объёмно-капиллярную секцию, где происходила более Read more ›
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About a year ago, the Supreme Court handed down a baffling decision in Medina v. Planned Parenthood (2025). In Medina, South Carolina committed an obvious violation of federal Medicaid law, but the Court’s Republican majority seemed to bend over backward to prevent the patients affected by this legal violation from suing to enforce their rights. […] Read more ›
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After Apple delivered a standout WWDC, I'm stunned to admit I’m considering a switch from Android Read more ›
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Эпоха пластиковых лиц, идеального студийного света на селфи и вылизанных пресетов из соцсетей окончательно закрыта. Летом 2026 года глянцевая безупречность выглядит дешево и сразу выдает отсутствие вкуса. В тренде - симуляция случайного, живого кадра. Читать далее Read more ›
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VentureBeat
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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Presented by Norton For 39 days this summer, the planet will be doing roughly the same thing at the same time. The 2026 World Cup spans 104 matches across 16 cities in the United States, Canada, and Mexico, with billions of people likely to watch over the course of the tournament. It could very well be one of the largest shared events the internet has ever been asked to carry.... Read more ›
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Anthropic today launched two new AI models — Claude Fable 5 and Claude Mythos 5 — marking the company’s first broad release of the powerful “Mythos-class” AI capabilities it previously made available only to participating organizations in its restricted cybersecurity program, Project Glasswing, which it announced two months ago.The company says Fable 5, which is the version most users and developers will get starting today, exceeds every Claude model it... Read more ›
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12.06.2026 13:46
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