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In 2026, data engineers working with multi-agent systems are hitting a familiar problem: Agents built on different platforms don’t operate from a shared understanding of the business. The result isn’t model failure — it’s hallucination driven by fragmented context.The problem is that agents built on different platforms, by different teams, do not share a common understanding of how the business actually operates. Each one carries its own interpretation of what a customer, an order or a region means. When th
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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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![[Перевод] Прибытие IBM PC, часть 1](https://times42.com/media/6/3/4/12777634_640x200.jpg "[Перевод] Прибытие IBM PC, часть 1")
В начале 1980-х годов рынок персональных компьютеров представлял собой шумный базар, изобилующий разнообразием. У каждого отдельного типа персонального компьютера — от Atari, Radio Shack, Apple, Commodore, Texas Instruments и многих других — была своя собственная субкультура, состоящая из клубов и журналов, наполненных сторонниками, готовыми воспевать превосходство выбранных ими машин. [1]Хотя значительная клика мелких производителей, таких как North Star и Vector Graphic, поддерживала стандарт аппаратного. Read more ›
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Еще недавно персонализированные мРНК-вакцины казались научной фантастикой. Сегодня они уже проходят клинические испытания. Давайте разберемся, как выглядит вычислительная часть этого процесса и какое место в ней занимают биоинформатика и AI. Читать далее Read more ›
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Как технически безупречный запрос на серверную завернули на финкомитете — и что я изменил, чтобы бюджет всё-таки дали. Мой профиль — строить ИТ-подразделения, которые из банальной поддержки превращаются в подразделение, с которым считаются при принятии бизнес-решений. А если точнее — приходить туда, где от ИТ остались руины, и за полгода собирать направление и команду заново, в рамках жёстких ограничений. Вот одна история из практики, которая многому меня научила. Придя в... Read more ›
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97% of organizations would pay 10%+ extra salary just for workers who have AI skills – workers, take responsibility now. Read more ›
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Users have a month to close trades and six months to withdraw, and the exchange gave no specific reason for closing. Read more ›
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От провалов в внедрении ERP до построения системы эскалаций - всё самое интересное, что писали за последние 2 недели про управление проектами. Мы прочитали все публикации и выбрали для вас самые крутые и полезные. Читайте, сохраняйте и применяйте! Читать далее Read more ›
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Каждый раз, когда заходит разговор "что дешевле — поднять у себя открытую модель или платить за API", его почему-то ведут в ценах за токен. И почти всегда это спор не в тех единицах.Во-первых, self-hosting — это постоянные затраты, а API — переменные. Значит, ответ зависит не от цены за токен, а от того, насколько плотно вы это железо загрузите. Во-вторых, токены вообще никто не покупает как цель. Покупают решённые задачи.... Read more ›
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Make your own high-protein frozen desserts without pre-made protein shakes, protein powder, or pudding mix Read more ›
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vivo will unveil the X300 E as the newest member of the X300 series in China on July 27. vivo already revealed the X300 E's design, and now it has posted a video trailer, showing the smartphone from multiple angles while also confirming its chipset. The vivo X300 E will be powered by the Snapdragon 8 Gen 5 SoC, and fueling the entire package will be a 7,200 mAh battery.... Read more ›
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Chinese AI developer DeepSeek has told investors that it is putting its fundraising talks on hold, according to a person with direct knowledge of the matter. The pause on the new funding round, which values DeepSeek at 500 billion yuan ($74 billion), comes after a leaked transcript of CEO Liang ... Read more ›
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Many white-collar professionals worry about the tech inhibiting creativity and making errors Read more ›
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Kanishka Narayan tells FT that new prime minister views technology as way for Britain ‘to get its mojo back’ Read more ›
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As drones and autonomous systems transform the battlefield, traditional defence companies start to act more like venture capitalists Read more ›
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London-based company shows that while the continent is industrialising, it still has manufacturing clout Read more ›
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'Once you lose trust, nothing else matters': AI is here for Samsung Health users, but if it's going to work, its executive team needs two things: data, and user trust. Read more ›
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See the Moon phase expected for July 26, 2026 as well as when the next Full Moon is expected. Read more ›
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Thinking about buying a screaming inline-four motorcycle? Discover the five hidden drawbacks that could make you regret this popular engine layout. 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 03:38
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