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Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via cosine similarity — is effective for unstructured semantic search.However, for enterprise domains characterized by highly interconnected data (supply chain, financial compliance, fraud detection), vector-only RAG often fails. It captures similarity but misses st
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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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Leaked One UI 9 internal test build suggests the coveted, gimbal-like Horizontal Lock feature is being backported. Read more ›
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DefenceTech startups Quantum Systems and Destinus are among the technology companies selected as founding members of the newly established EU–Ukraine Drone Alliance, a European Commission-backed initiative designed to accelerate cooperation on drone and counter-drone technologies. The pair are the startup highlights among the nine European founding members, which also include Croatian drone technology startup ORQA, ... Read more ›
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An update to Garmin's Romanian-language site has added fuel to the rumors of an upcoming smart band. Read more ›
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A leaked diagnostics log reportedly reveals Apple’s new variable-aperture main camera while pointing to familiar ultrawide, telephoto, selfie, and LiDAR hardware Read more ›
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Эта яркая, свежевыкрашенная машина (я про робота, конечно), точно повторяет одно и то же движение по три смены в день , пять лет подряд без капремонта. Современный промышленный манипулятор — само совершенство, но кто его изобрел?Если коротко, то никто. Точнее, никто конкретный.В запястье этой роборуки скрыта передача, которую в 1955 году придумал инженер американской обувной компании.В основании стоит редуктор, запатентованный немецким инженером, который еще до Второй мировой продал лицензию в... Read more ›
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The British Business Bank (BBB) has committed €25m (£21.26m) to EQT Life Sciences’ Health Economics 3 Fund (EQT HE3) to support scaling medical technology and digital health companies. The investment is aimed at driving innovation across Europe and encouraging greater capital flow into the UK’s high-potential life sciences sector—one of the eight key growth areas ... Read more ›
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As promised, Tecno today launched the Camon 50 Ultra in India, which will go on sale starting July 21 exclusively through Amazon.in. The Tecno Camon 50 Ultra is priced at INR39,999 and comes in three colors in India - Nebula Titanium, Cypress Green, and Misty Purple. However, for reasons best known to Tecno, the Camon 50 Ultra's RAM amount and storage space in India haven't been revealed. That said, the... Read more ›
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В июле Лян Вэньфэн, основатель DeepSeek, стал богатейшим человеком в мире среди создателей ИИ-моделей. По оценке Bloomberg, его состояние достигло $36 млрд после раунда финансирования DeepSeek на $7,4 млрд в июне 2026 года. Компанию оценили в $50 млрд, а доля Ляна сократилась до 78%.Для инженеров рынка и создателей стратегий эта история важна не просто как очередная новость о китайском миллиардере. Это кейс о том, как системный подход к данным, алгоритмам... Read more ›
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Uber has agreed to acquire Berlin-based Delivery Hero in a $14.8 billion deal that would extend the combined platform to 99 markets and consolidate the world's largest food delivery business outside China. Read more ›
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Chinese leader Xi Jinping on Friday called for “open source and open collaboration” in global AI development during a keynote speech at a government-hosted AI conference in Shanghai. “We should encourage inclusiveness and promote mutual learning among civilizations,” Xi said, according to a ... Read more ›
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Astrophysicist and science writer Adam Becker discusses why the dream of life on Mars may be out of reach, maybe for centuries to come. Read more ›
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Приветствую всех!В своё время я уже успел показать несколько моделей транспортных автоинформаторов, тех самых приборов, объявляющих остановки. И всё это время от меня ускользал один тип девайсов: так сказать, первое поколение этих устройств, аналоговые информаторы на магнитной ленте. По неведомой причине я даже не нашёл ни одного их фото, что уж говорить о более подробной информации.И вот, спустя много лет поисков я всё-таки нашёл один такой аппарат. Как он устроен... Read more ›
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The broadband market in Ireland is now flooded with providers all offering a myriad of deals. We know it’s hard to find the perfect deal that suits your needs, but we’re here to help. We’ve teamed up with Switcher.ie, the free and impartial price comparison and switching service, to find the best broadband deals available […] Read more ›
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Он создал механический прототип компьютера и фактически заслужил титул "отца кибернетики". Но ни одно из его изобретений так и не было закончено. а жизненный путь был не самым простым. Это история Чарльза Бэббиджа — визионера компьютерных технологий и грозы уличной мафии. Читать далее Read more ›
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У нашей команды тестирования есть множество устройств, работающих под управлением ОС "Нейтрино". В том числе есть и редкие девайсы, которые бывают нужны не только тестировщикам, но и разработчикам, которые регулярно обращались с просьбой одолжить ту или иную плату «на часок-другой» и ничего на ней временно не запускать.Однако, и разработчиков много и тестировщиков тоже много, и уследить за всеми такими просьбами становится сложно. С ростом команд проблема, разумеется, масштабировалась.Так у нас... Read more ›
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Sightera Biosciences, an Antwerp-based AI drug discovery startup and spin-off from the University of Antwerp (UA) and Antwerp University Hospital (UZA), today announced the closing of a €3 million pre-Seed financing led by Entourage, Anacura and QBIC. The company plans to use this funding to expand the team, accelerate the expansion of its AI-native drug ... Read more ›
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Один разработчик запустил 400B-модель на iPhone 17 Pro. Еще раз, 400 млрд параметров, правда с оговоркой, сделал он это через стриминг весов с SSD прямо в обход оперативки. И она работала. Выдавала 0,6 токена в секунду — это примерно слово в пару секунд, с задумчивыми паузами, как диалап в 2003. Технически бесполезно, на практике возможно (но ведь запустилась же).И вот еще из неочевидного. Прямо сейчас, пока вы читаете это в... Read more ›
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«У нас было две горячих ноды, 75 дев-стендов, 5 видов тестов, горка внешних сервисов, и целое множество тест-кейсов всех сортов и расцветок, а также CI/CD, core-модель, пачка customer-модулей и DBUnit. Не то чтобы это был необходимый запас для интеграционного тестирования. Но если начал делать свой тестовый фреймворк, становится трудно остановиться. Единственное, что вызывало у меня опасение – это Excel. Нет ничего более беспомощного и обреченного, чем тестировщик, который вынужден заполнять... Read more ›
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VentureBeat
The vast majority of business data is tabular — living in data warehouses, CRMs, and financial ledgers — yet building a reliable model from it still means training a new one from scratch for every dataset, then maintaining hyperparameter tuning loops, feature engineering, and retraining pipelines to fight data drift. Google Research is proposing a way around that: a new foundation model called TabFM that treats tabular prediction as an... Read more ›
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Enterprise AI teams are giving agents more freedom at the same moment their confidence in automated testing is collapsing.Half of enterprises have deployed an AI agent or LLM feature that passed internal evaluations and yet still caused a customer-facing failure — one in four more than once — according to the June 2026 VB Pulse survey of 157 qualified enterprise respondents at companies with 100 or more employees.The sample is... Read more ›
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Enterprise companies are running AI agents ahead of the controls needed to manage them — and they deployed that way knowingly. That is the central finding from VentureBeat Research's June survey of 573 technical leaders at companies with 100 or more employees, fielded across five parallel surveys of the agentic stack. Enterprises are now retrofitting to catch up with their own standards, and they are budgeting for it: Roughly six... Read more ›
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OpenAI on Thursday launched ChatGPT Work, a new AI agent embedded inside its flagship chatbot that aims to transform ChatGPT from a question-and-answer tool into an autonomous work platform capable of executing complex, multi-step tasks across users' email, calendars, code repositories, and messaging apps.The product is powered by OpenAI's latest flagship model, GPT-5.6, and is designed to go far beyond generating text. ChatGPT Work can gather context from connected apps,... Read more ›
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An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.In the past six months, 57% of enterprises traced a confident but wrong AI agent answer to missing or inconsistent business context, and 31% said it... Read more ›
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Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting isSlopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious code into development workflows. The term combines "AI slop" and "typosquatting," a deceptive practice where attackers register Read more ›
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DeepSeek's recent decision to drastically cut pricing on its V4-Pro model by 75% should have been unequivocally good news for enterprise AI vendors and developers. Instead, many are discovering that cheaper models don’t automatically translate into healthier margins.The reason is simple: While inference costs plummet, agent systems are voraciously consuming tokens faster than prices are declining. For the last 2 decades, software economics was dictated by the same rule. Infra... Read more ›
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Presented by Kasm TechnologiesEnterprise infrastructure teams have spent the better part of a decade pushing workloads into Kubernetes. Applications, APIs, batch jobs, data pipelines — if it runs in a container, it belongs in the cluster. The operational benefits are well-established: declarative configuration, horizontal scaling, self-healing, native integration with CI/CD pipelines and observability tooling. Kubernetes has become the default operating model for production workloads.Except for desktops.Sec Read more ›
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Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting isSlopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious code into development workflows. The term combines "AI slop" and "typosquatting," a deceptive practice where attackers register Read more ›
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Model routing is becoming a key component of the enterprise AI stack, dynamically sending prompts to the right AI model to optimize speed and costs. However, current frameworks mostly treat routing as a static classification problem, which severely limits their potential.A new open-source framework called Agent-as-a-Router tackles this bottleneck, treating the router as a dynamic, memory-building agent. It uses a Context-Action-Feedback (C-A-F) loop to track model successes and failures and... Read more ›
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17.07.2026 04:43
Last update: 04:35 EDT.
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