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There's an important distinction between AI that just works today, and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they're building the second.Velocity without discipline and strategic direction is a liability, not an asset. The hardest part of building AI at scale isn't getting a model to work once. It's building systems that continue to work, scale beyond individual teams and use cases, and improve consistently over time.Today's AI systems do more tha
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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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There's something about a movie like The Room, Troll 2, or Fateful Findings that I find irresistible. These sorts of "so bad they're good" films are marvelous curiosities where ambition far outstrips resources, ability, and self-awareness to become something much greater than the sum of their parts. Champagne and Bullets (also released as GetEven and […] Read more ›
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SkyFall unveils the faster P1-SUN Jetkiller interceptor as Ukraine responds to increasingly common Russian jet-powered Shahed drone attacks effectively. Read more ›
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We've tested all the best password managers on their key features, security, and additional extras - and ranked them here for your convenience. Read more ›
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TL;DR. Этим летом Mail (VK) и Яндекс ограничили бесплатный доступ к почте по IMAP/POP3/SMTP — новости об этом на Хабре уже были, эмоций в комментариях тоже хватило. Эта статья — не третья новость, а попытка собрать всю картину по первоисточникам: точную хронологию того, как парольный доступ к почте закрывали Google (2022–2025) и Microsoft (2025–2027), что именно и для кого ограничили в рунете, чем технически парольная авторизация в почтовых протоколах заслужила... Read more ›
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A group of older San Francisco residents resisting a new residential tower is facing a backlash from the city's younger techies. Read more ›
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Анализ DNS-снэпшота OpenINTEL за 2026-07-25TL;DR. В январе я публиковал общий срез email-инфраструктуры Tranco top-1M — кто на чём принимает и шлёт почту. Самый частый вопрос в комментариях был про DMARC: «ну хорошо, запись есть у двух третей, а толку?» Отвечаю развёрнуто. Из 468 749 доменов top-1M, опубликовавших DMARC, реально применяют политику (p=quarantine/reject) 49.31%. Ещё 25.61% сидят на p=none, но хотя бы получают агрегатные отчёты — это легитимная фаза внедрения. А... Read more ›
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It's summertime in the Northern Hemisphere and Makita just released some new tools to help you get some work done while the weather is nice. Read more ›
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Halo is celebrating its 25th anniversary with a gorgeous remake of Combat Evolved, and its new cinematics have reopened an old wound: I still want a proper Halo show. Read more ›
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The proposed merger represents United CEO Scott Kirby’s high appetite for ambitious and large deals. Read more ›
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Digital Trends reports: Apple could unveil its first smart glasses at WWDC in June 2027, followed by a consumer release toward the end of the year, according to Bloomberg... Part of the delay reportedly stems from Apple's engineering and marketing teams spending more time refining the product and deciding how to address the privacy concerns... Apple has reportedly considered glasses without cameras, as well as a version where the cameras... Read more ›
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UFORCE and RECONCRAFT will manufacture MAGURA naval drones in America, expanding production of Ukraine's combat-tested unmanned maritime platform significantly. Read more ›
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Полгода назад ко мне постучался один из будущих клиентов с вопросом, почему ChatGPT не знает про его компанию, хотя сайт в топ-3 Google по нужному запросу. Индексация была нормальной, ссылки — тоже. Проблема нашлась за пять минут в логах: в robots.txt висел Disallow: / для всех user-agent, кроме Googlebot и YandexBot. GPTBot, ClaudeBot, PerplexityBot получали 403 ещё на первом запросе. Полгода сайт был невидим для трёх из четырёх крупных AI-поисковиков,... Read more ›
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From Ford and Honda to Kia, Lexus, and Hyundai, see which hybrids, plug-in hybrids, and other eco-friendly vehicles deliver the best fuel economy. Read more ›
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Foldable phones have a number of well-publicized negatives, but there are also many reasons why they may be right for you. Here are some of their perks. Read more ›
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Контекст для человеков всегда был важен. На онбординге всегда ломалось много мотивации и employee experience; над передачей знаний и снижением bus factor трудились и тимлиды, и HR-менеджеры, и даже выделенные KM-специалисты. Всё это делалось для людей, и делалось с весьма переменным успехом.Для ИИ-агентов мы делаем ровно то же самое, но с повышенным рвением, скоростью и отдачей. Вливаем максимальный контекст, пишем подробнейший промпт. Строим волты и описываем весь мир в понятном... Read more ›
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Hot Toys, Sideshow, and Hasbro debuted some incredibly detailed 'Avengers: Doomsday' figures. Read more ›
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The heat waves Europe has been experiencing are not likely to go away any time soon. The continent is looking toward some innovative cooling solutions. Read more ›
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VentureBeat
Presented by JumpCloudThe organizations losing confidence in AI are the ones most likely to get it right.Six months ago, 40% of IT leaders described their organizations as mature in AI deployment. Today that number is 23%. Before you read that as a setback, consider what it actually reflects.We recently surveyed 800 IT leaders across the U.S. and U.K. for our Q3 2026 trends report, and the data tells a consistent... Read more ›
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Hugging Face’s incident response team first turned to frontier AI models to analyze a breach of the company’s production infrastructure, and the models refused to help. Commercial safety guardrails built to stop attackers blocked every forensic query because they treated the IR team’s real exploit data the same way they would treat a live attack.The attacker, an autonomous AI agent running the campaign end to end, moved laterally across the... Read more ›
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The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.When a project fails, the immediate instinct of technical leadership is often to blame the model: The context window was too restrictive, the latency was too high, or the reasoning capabilities simply... Read more ›
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Zillow, the real estate technology company, doesn't get one conversation with its customers. They move from a phone screen to a loan officer to a real estate agent, sometimes over months or years, and expect the context to follow them. A single chatbot could never carry that thread.At VB Transform 2026, Zillow SVP of Engineering Toby Roberts and Glean co-founder and CEO Arvind Jain described how they built AI architecture... Read more ›
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A single AI agent conversation can look flawless scored on its own and still point to a broken product. That gap is driving a shift in how enterprises evaluate agents, away from scoring individual traces and toward comparing cohorts of users against a baseline.At VB Transform 2026, Harrison Chase, CEO of LangChain; Hui Zhang, CTO and co-founder of Conviva; and Emmanuel Turlay, director of engineering at CoreWeave, described that shift,... Read more ›
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Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in production.A new paper from researchers at Writer provides a solution that is accessible to engineering teams. The study takes a systematic look at optimizing the different components of the orchestration layer that wraps around the foundation model, aka the... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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“The new PRD are the evals,” Xavi Amatriain, Expedia Group’s first chief AI and data officer, told the VB Transform 2026 audience last week in Menlo Park. “So basically, you encode what you want the product to do through your evals, which might include red teaming evals and all kinds of other things, which already have a bunch of security requirements. So, you already embed that into the PRD and... Read more ›
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Google DeepMind today released three new proprietary AI models it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. The models aim to make AI agents faster, smarter, and cheaper at scale. Google is pricing Gemini 3.6 Flash at $1.50 per one million input tokens and $7.50 per one million output tokens through its application programming interface (API), while Gemini 3.5... Read more ›
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26.07.2026 17:35
Last update: 17:25 EDT.
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