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The software engineering world is currently wrestling with a fundamental paradox of the AI era: as models become more capable, the "systems problem" of managing them has become the primary bottleneck to real-world productivity. While a developer might have access to the raw intelligence of a frontier model, that intelligence often degrades the moment a task requires a long horizon or a deep context window. But help appears to be on the way: San Francisco-based, Y Combinator-backed startup Random Labs has o
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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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Covalo, a Zurich-based ingredients discovery and data platform for the personal care industry, today announced a €3.5 million Seed extension to support its transition from a marketplace to the industry’s reliable data infrastructure. The round was led by Hi inov, with participation from existing investors HTGF and seed+speed Ventures. Along with this funding, Covalo also ... Read more ›
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Привет, Хабр!В течение последнего года я занимался разработкой аналитической панели для продавцов на маркетплейсах Wildberries и Ozon, а в перспективе планируется интеграция с Яндекс.Маркет. Я хотел бы поделиться своим опытом и представить систему WBOZYA-dash, которая предназначена для анализа продаж через эти маркетплейсы. До конца весны 2026 выпущу, думаю, с десяток статей на эту тему, а пока сделаю общий обзор своей системы. Читать далее Read more ›
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Привет, Хабр! Полгода назад я бы сказал, что четвёртая промышленная революция — это когда машины заменяют людей на конвейере. Сейчас, насмотревшись на то, что происходит в нашей отрасли, скажу иначе: это когда инженеру нужно уметь в три раза больше, чем раньше, — но уже не руками. Мы в «Диасофт» строим конвейер производства ПО на базе экосистемы Digital Q, и я каждый день вижу, как меняются требования к тем, кто за... Read more ›
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Привет, Хабр! Меня зовут Александр Сахаров, я директор по работе с партнерами в Диасофт. Мы строим экосистему Digital Q - платформу для enterprise-разработки - и сейчас решаем задачу, которая касается всех: как зашить безопасность внутрь конвейера так, чтобы она работала сама, а не превращалась в бумажный ритуал перед релизом. ГОСТ Р 56939-2024 уже вступил в силу, нейронки залезли в пайплайны, а инциденты почему-то не кончаются. Чтобы понять ожидания рынка я... Read more ›
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The exhaustion that sleep can't fix often comes not from doing too much but from maintaining a performed version of yourself all day. The real fatigue is the distance between who people think you are and who you become the moment the door closes. Read more ›
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В современных IT-инфраструктурах TLS-сертификаты используются практически везде: от публичных веб-сайтов до внутренних микросервисов и IoT-устройств. При этом многие системы используют самоподписанные сертификаты (self-signed certificates), особенно во внутренних сетях и тестовых средах.С одной стороны, такие сертификаты позволяют быстро обеспечить шифрование соединений. С другой – при неправильной модели доверия они создают серьёзные риски безопасности. Читать далее Read more ›
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Samsung unveiled the Galaxy A37 and Galaxy A57 in late March, and the Galaxy A27 should have joined them according to a rumor from November. Alas, it didn't, but it's definitely still in development. In fact, a prototype has now been spotted in the Geekbench online database. As you can see, it managed a single-core score of 777 and a multi-core score of 1,802. The phone is powered by the... Read more ›
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A new gig economy is emerging in living rooms and kitchens across more than 50 countries: workers filming themselves doing laundry, washing dishes, and folding clothes — not for social media, but to teach humanoid robots how to navigate the physical world. The company orchestrating much of this effort is Micro1, a startup that recruits ... Read more Read more ›
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Bitcoin and other risk assets have been whipsawed by President Donald J. Trump’s shifting rhetoric on Iran. Here are some indicators that help cut through the noise. Read more ›
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![[Перевод] Возвращаем информативные ошибки API](https://times42.com/media/3/9/8/12217398_640x200.jpg "[Перевод] Возвращаем информативные ошибки API")
Ошибки в API часто воспринимаются как второстепенная часть контракта – до тех пор, пока интеграции не начинают ломаться в самых неожиданных местах. В этот момент выясняется, что одного HTTP-кода недостаточно: без ясной структуры и контекста ошибки превращаются в источник неопределённости и лишней работы. В статье разберём, как проектировать ошибки как полноценный элемент API – с понятной семантикой, единым форматом и возможностью для автоматической обработки. Читать далее Read more ›
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С 1947 года, когда появилась первая память с произвольным доступом — трубка Уильямса, — базовый принцип хранения данных в оперативной памяти фундаментально почти не изменился. За это время процессоры стали на порядки быстрее, но по-прежнему значительную часть времени они тратят на ожидание данных. Этот разрыв известен как «стена памяти» (Memory Wall), и именно он всё сильнее влияет на экономику современной инфраструктуры. Достаточно посмотреть, какую долю в стоимости сервера сегодня занимает... Read more ›
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Save 30% with a OnePlus coupon this month, plus save up to 10% on earbuds, phones, and more. Read more ›
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Score up to $100 off refurbished premium products, free shipping on orders of $29+, and more at Logitech. Read more ›
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Save on Lovehoney, including bestselling toys, lingerie, and popular gift sets for date nights, self-care, and couples’ play. Read more ›
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Get 10% off your first order at Western Digital when you register your email. Read more ›
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Tax season doesn’t have to be stressful. Score up to $150 on federal tax filings and more exclusive TurboTax discount codes on WIRED. Read more ›
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VentureBeat
The enterprise voice AI market is in the middle of a land grab. ElevenLabs and IBM announced a collaboration just this week to bring premium voice capabilities into IBM's watsonx Orchestrate platform. Google Cloud has been expanding its Chirp 3 HD voices. OpenAI continues to iterate on its own speech synthesis. And the market underpinning all of this activity is enormous — voice AI crossed $22 billion globally in 2026,... Read more ›
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Intercom is taking an unusual gamble for a legacy software company: building its own AI model.The 15-year-old, Dublin, Ireland-based massive customer service platform announced Fin Apex 1.0 on Thursday, a small, purpose-built AI model that the company claims outperforms leading frontier models from OpenAI and Anthropic on the metrics that matter most for customer support. The model powers Intercom's existing Fin AI agent, which already handles over one million customer... Read more ›
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Processing 200,000 tokens through a large language model is expensive and slow: the longer the context, the faster the costs spiral. Researchers at Tsinghua University and Z.ai have built a technique called IndexCache that cuts up to 75% of the redundant computation in sparse attention models, delivering up to 1.82x faster time-to-first-token and 1.48x faster generation throughput at that context length.The technique applies to models using the DeepSeek Sparse Attention... Read more ›
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Processing 200,000 tokens through a large language model is expensive and slow: the longer the context, the faster the costs spiral. Researchers at Tsinghua University and Z.ai have built a technique called IndexCache that cuts up to 75% of the redundant computation in sparse attention models, delivering up to 1.82x faster time-to-first-token and 1.48x faster generation throughput at that context length.The technique applies to models using the DeepSeek Sparse Attention... Read more ›
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Many people have tried AI tools and walked away unimpressed. I get it — many demos promise magic, but in practice, the results can feel underwhelming.That’s why I want to write this not as a futurist prediction, but from lived experience. Over the past six months, I turned my engineering organization AI-first. I’ve shared before about the system behind that transformation — how we built the workflows, the metrics, and... Read more ›
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Last week, one of our product managers (PMs) built and shipped a feature. Not spec'd it. Not filed a ticket for it. Built it, tested it, and shipped it to production. In a day.A few days earlier, our designer noticed that the visual appearance of our IDE plugins had drifted from the design system. In the old world, that meant screenshots, a JIRA ticket, a conversation to explain the intent,... Read more ›
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Enterprises building voice-enabled workflows have had limited options for production-grade transcription: closed APIs with data residency risks, or open models that trade accuracy for deployability. Cohere's new open-weight ASR model, Transcribe, is built to compete on all four key differentiators — contextual accuracy, latency, control and cost.Cohere says that Transcribe outperforms current leaders on accuracy — and unlike closed APIs, it can run on an organization's own infrastructure.Cohere, which can... Read more ›
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“You can deceive, manipulate, and lie. That’s an inherent property of language. It’s a feature, not a flaw,” CrowdStrike CTO Elia Zaitsev told VentureBeat in an exclusive interview at RSA Conference 2026. If deception is baked into language itself, every vendor trying to secure AI agents by analyzing their intent is chasing a problem that cannot be conclusively solved. Zaitsev is betting on context instead. CrowdStrike’s Falcon sensor walks the... Read more ›
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For three decades, the web has existed in a state of architectural denial. It is a platform originally conceived to share static physics papers, yet it is now tasked with rendering the most complex, interactive, and generative interfaces humanity has ever conceived. At the heart of this tension lies a single, invisible, and prohibitively expensive operation known as "layout reflow." Whenever a developer needs to know the height of a... Read more ›
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ThinkLabs AI, a startup building artificial intelligence models that simulate the behavior of the electric grid, announced today that it has closed a $28 million Series A financing round led by Energy Impact Partners (EIP), one of the largest energy transition investment firms in the world. Nvidia’s venture capital arm NVentures and Edison International, the parent company of Southern California Edison, also participated in the round.The funding marks a significant... Read more ›
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02.04.2026 02:39
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