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Enterprise teams building multi-agent AI systems may be paying a compute premium for gains that don't hold up under equal-budget conditions. New Stanford University research finds that single-agent systems match or outperform multi-agent architectures on complex reasoning tasks when both are given the same thinking token budget.However, multi-agent systems come with the added baggage of computational overhead. Because they typically use longer reasoning traces and multiple interactions, it is often unclear.
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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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![[Update] Aquapulse Bags ₹20 Cr From IAN, Closes Series A Round At ₹45 Cr](https://times42.com/media/3/3/4/12518334_640x200.jpg "[Update] Aquapulse Bags ₹20 Cr From IAN, Closes Series A Round At ₹45 Cr")
Update | June 2, 2026, 12:35 IST Aquaculture-focused agritech startup Aquapulse has raised an additional ₹20 Cr ($2.1 Mn)… Read more ›
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The Haryana government has unveiled its ambitious ‘Make in Haryana’ Industrial Policy, setting a target of attracting ₹5 Lakh Cr… Read more ›
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Multiple ecommerce and quick commerce startups have come together to form the Digital Commerce Coalition, an industry-led body aimed at… Read more ›
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После выхода Claude Opus 4.7 стало очевидно, что агент технически быстрее меня. А 28 мая Anthropic выпустила Opus 4.8 с теми же ценами, заметно лучшим coding/agentic-скором и новой возможностью держать в голове миграции на сотни тысяч строкЗнает он, кажется, всё. Все фреймворки, все паттерны, всю историю последних пятнадцати лет на StackOverflow и GitHub. По объёму знаний это легко сеньор, местами принципалНо при всём этом ему не хватает трёх вещей Читать... Read more ›
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Texas is adding another large solar project as ERCOT electricity demand rises. According to Electrek, Vesper Energy has secured $236 million in financing for its 201 MW Nazareth Solar farm in Swisher County, which will be capable of generating enough electricity for about 53,000 homes. The project is expected to begin construction in June 2026 and come online in fall 2027. From the report: Nazareth Solar will sit on more... Read more ›
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Эксперты видят перспективы высокотемпературных сверхпроводящих (ВТСП) материалов в слаботочной электронике для создания, в частности, сверхпроводящих трансформаторов магнитного потока и аксиальных градиометров для сверхпроводящих квантовых магнитометров (СКВИДов), а также сверхпроводящих линий передачи информации. Особо интересны явления, в которых наиболее ярко проявляются необычные свойства высокотемпературных сверхпроводников, такие как псевдощелевое состояние, электрон-дырочная асимметрия, анизотропия и Read more ›
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Telegram давно стал не только мессенджером, но и большой средой для сообществ: локальные чаты, профессиональные группы, каналы с комментариями, чаты по аренде, работе, продаже вещей, услугам и так далее.В какой-то момент у нас появилась техническая задача: сделать систему, которая умеет читать сообщения из Telegram-групп, проверять их по пользовательским правилам и отправлять уведомления, если найдено совпадение.Например, один пользователь хочет получать сообщения, где есть слова: Читать далее Read more ›
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U.S. spot bitcoin funds bled cash for 11 straight sessions through Monday, the longest redemption streak since their 2024 launch, as risk dollars rotated toward an AI-led equities rally. Read more ›
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В данной статье я покажу Вам, как вместо загрузки тяжелых ADK и SDK от Microsoft, скачивать легкие .exe утилиты при помощи Microsoft Symbol Server Читать далее Read more ›
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Деньги, какими мы их знаем и понимаем сегодня, возникли в VII веке до нашей эры — это были первые монеты. А спустя почти полторы тысячи лет в Китае стали использовать прообразы бумажных денег — расписки, которые можно было перевозить вместо тяжёлых монет. Вообще история эволюции денег интересна — они не всегда выглядели как привычные нам монеты или банкноты. В разные времена и в разных культурах долго использовались «товарные деньги», то... Read more ›
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Хотим рассказать, как провели обучение для наших техлидов: нужно было дополнить их инженерные компетенции базовыми навыками управления, чтобы эффективней выстраивать комплексную кибербезопасность на крупных интеграционных проектах. Программу придумали сами, опираясь на реальный опыт и процессы, а обучение провел не теоретик, а практикующий специалист. Собрали обратную связь, сделали выводы и готовы поделиться с хабром нашим видением, как и чему надо обучать техлидов, чтобы процесс реализации проекта шел кач Read more ›
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XRP hit fresh 15-week lows after losing a key support zone, with exchange outflows failing to offset persistent selling pressure. Read more ›
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Cherry XTRFY's K63W Pro Compact brings Ultra-Wideband technology and an 8000 Hz polling rate to wireless gaming keyboards, launching in the US in August for $169.99. Read more ›
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Months ahead of its expected debut, a fresh leak has revealed another key detail about Apple’s rumored foldable smartphone, widely believed to launch as the iPhone Ultra. According to a tipster on Weibo, the foldable phone from Apple will feature a vapor chamber for improved thermal efficiency. Vapor chamber on the iPhone 17 Pro The tipster claims that Apple has achieved ‘impressive VC cooling performance’ on the iPhone Ultra. Apple’s... Read more ›
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Money20/20 Europe kicks off in Amsterdam with Colibrix One, Banking Circle, and Kyckr driving infrastructure changes, cross-border scale, and regulatory compliance. Read more ›
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Промпт меняет не только тон — он меняет то, кем модель является.У нас было 2 платы Arduino Leonardo, Arduino Pro Micro, маленькая тележка на четырёх жёлтых колёсах DF Robot Pirate, один лазерный дальномер TFmini-S LiDAR, позорная WiFi-камера Tapo C200, пневматический пистолет, три контроллера моторов, пол-ящика конденсаторов и транзисторов КТ315 и целая гора резисторов всех сортов и расцветок, а также паяльная станция, канифоль, флюс в банке, катушка провода МГТФ и модули,... Read more ›
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Malmö-based AI security startup Oplane has secured €4.5 million in seed funding in a round led by Seed Capital, with participation from existing investor Icebreaker.vc and angel investors including Emil Eifrem, Robert Lagerström, and Joakim Nydrén. The company develops an automated security architecture platform that helps engineering teams identify and address security risks as software […] Read more ›
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Anthropic's IPO filing adds fuel to one of the hottest markets for new listings in years. Here's what market watchers and industry leaders are saying. Read more ›
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VentureBeat
The attacker who hit the most financial services organizations over the past 12 months never phished a password. They called an IT support line, convinced an employee to reset their MFA, and registered their own device on the network.CrowdStrike’s 2026 Financial Services Threat Landscape Report, released this month and covering activity from April 2025 through March 2026, identified Mutant Spider as the single most active threat to the financial services... Read more ›
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For months, the leading AI coding benchmarks have told enterprise buyers a comforting but misleading story: the top models are all roughly the same. OpenAI's GPT-5 family, Anthropic's Claude Opus, and Google's Gemini Pro have clustered within a narrow band on Scale AI's SWE-Bench Pro leaderboard, making it nearly impossible for engineering leaders to determine which agent will actually perform best inside their codebases.On Monday, a startup called Datacurve released... Read more ›
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The data processing agreement (DPA) — the bedrock contract companies use to evaluate how vendors handle personal data — can no longer be trusted at face value. That is the central, and arguably most alarming, conclusion of DataGrail's Privacy and AI Trends Report 2026, released today.The San Francisco-based privacy platform analyzed 2,400 popular business software providers and found that 63.6% of vendors that prominently advertise AI capabilities do not disclose... Read more ›
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Merck is using AI agents to cut drug discovery cycles by a third and ship compliant marketing materials up to 80% faster — but VP of Digital Platforms Sean Finnerty says the only reason it's working is because they built the infrastructure first.And the pharmaceutical manufacturer is seeing promising early results: AI is generating marketing drafts that are “99% right” when it comes to compliance, shrinking review cycles from months... Read more ›
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Among the many Chinese AI companies and laboratories vying for market share and attention (no pun intended) on the global marketplace, MiniMax stands out for its commitment to providing frontier-level intelligence across a range of modalities, including text, coding, and video (through its Hailuo model series) — often under permissive, enterprise-friendly, standard open source licenses. Now, MiniMax is again raising the eyebrows of AI power users and developers around the... Read more ›
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Presented by EquinixDigital systems are central to economic resilience. But the governance models supporting them were designed for a bygone era, when systems were smaller, often centralized, and rarely crossing multiple jurisdictions. This structural mismatch is driving the realization across boardrooms and governments that data sovereignty is not only core to critical infrastructure, but its implications determine the trajectory of the global economy.The scale of change is forcing the issue.... Read more ›
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When Miro’s data team pointed AI agents directly at its Snowflake environment, the agents got the wrong answer more than 65% of the time. The problem wasn’t the model — it was context. With more than 10,000 tables and no semantic layer to guide routing, the agents had no way to know which data assets matched which business questions.DataHub is releasing a context intelligence layer Thursday that mines existing SQL... Read more ›
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Cloud design software company Figma is officially transforming its AI design assistant, Figma Make, from a prototyping sandbox into a live, visual software editor that connects natively to production codebases. Announced today, the update allows product managers, designers, and non-technical builders to import an existing Git repository directly into the Figma desktop app, visually edit the application's underlying code via the canvas, and push those changes back to engineering through... Read more ›
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DeepSeek’s announcement over the weekend that it has made its 75% price cut permanent on its flagship V4 Pro model is a disruptive assault on the capital-heavy business models of Silicon Valley’s frontier labs. The reduction on DeepSeek V4 Pro directly undercuts comparable Western models used as workhorses for enterprise production. It is 7x cheaper on inputs and 17x cheaper on outputs than Anthropic’s Claude Sonnet or OpenAI’s GPT 5.5-Med,... Read more ›
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Anthropic today released Claude Opus 4.8, an upgrade to its flagship model that ships at the same price as its predecessor, alongside a dramatically cheaper "fast mode" tier and a new feature that lets the model spawn hundreds of parallel subagents for codebase-scale work.The model is available immediately across Anthropic's surfaces — claude.ai, Claude Code, the API, and Cowork — at unchanged pricing: $5 per million input tokens and $25... Read more ›
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02.06.2026 03:11
Last update: 03:05 EDT.
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