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Up Network, the user-powered AI agent operating system, has announced its partnership with DreamSmart to introduce Web3 AI glasses powered by Google Gemini. This product integrates state-of-the-art industrial design, AI, XR (extended reality) capabilities, and Web3 incentives, with the aim of redefining human-machine interaction and advancing the post-smartphone era. Developed under DreamSmart’s StarV brand, the […]
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VentureBeat
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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Running out of color options for events in Google Calendar shouldn't be an issue going forward. The previous limit of 11 predefined colors has now been expanded to give users access to up to 200 custom colors for individual events across the native Calendar web and mobile apps, and the Calendar API. This started rolling […] Read more ›
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In macOS 27 Golden Gate, Apple has brought some meaningful updates to iPhone Mirroring besides a new app icon. Here's what's new. macOS 27 is currently in developer beta, with a public beta coming next month and a general release expected in the fall. Window Resizing In macOS Tahoe, iPhone Mirroring is constrained to the iPhone's native aspect ratio, so window resizing is limited to the device's fixed proportions. Smaller,... Read more ›
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Founded by former NSO Group CEO Shalev Hulio and former Austrian Chancellor Sebastian Kurz, Dream develops AI-powered cyber defense systems that help governments protect critical infrastructure from state-backed cyber threats. Dream, an Israeli cybersecurity startup founded by former NSO Group ... Read more ›
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Global regulators have signaled a permanent shift in how they view corporate communication. Today, messaging apps are a multi-billion-dollar legal liability. Read more ›
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One student-loan borrower applied for a repayment plan, thinking her monthly payment was $50. Three days later, she got a bill for $2,200. Read more ›
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Palmier Pro is an open-source video editor that lets AI assistants like Claude organize, generate, and edit content directly inside a project timeline. Read more ›
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I tried on similar black T-shirts at Old Navy, Gap, and Banana Republic. I compared them based on the fit, material, style, price, and overall value. Read more ›
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Уверен, на Хабре найдётся немало статей, посвященных оценке качества RAG систем. Тема по-прежнему остаётся актуальной, потому что даже готовые библиотеки вроде RAGAS не очень-то работают из коробки и требуют навыков программирования и некоторой квалификации. При этом сам процесс оценки - повторение достаточно простых операций и мне всегда хотелось переложить его на AI-ассистента.Повод попробовать появился неожиданно: свободное время и курс по Claude Code на Stepik. Для финала как раз нужен был... Read more ›
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One messy database is threatening to disenfranchise thousands or even millions of registered voters, while leaving even more at risk of intimidation or data breaches, in the name of solving a problem that barely exists. As the 2026 midterm elections approach, election and privacy experts are sounding alarms about the Department of Homeland Security's Systematic […] Read more ›
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Знакомая боль: пользователи опечатываются при регистрации, а база данных медленно, но верно превращается в хаос. На одном из проектов в поддержку артистов мы столкнулись с этим лицом к лицу.Раньше карточки артистов создавались автоматически прямо из заявок на выступления. В итоге мы получали гору дубликатов с одинаковыми почтами и телефонами. Администрировать такую базу и координировать выступления стало безумно сложно.Конечно, правильнее всего - пресекать появление дублей еще на входе, но нам нужно... Read more ›
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Amazon Prime Day 2026 lifts off on June 23rd and will hopefully deliver the best deals of the summer. We’ve been covering the most notable pre-Prime Day discounts happening, and come next week, we’ll be bringing you many more deals — ones we can’t tell you about just yet. As usual, expect to see price […] Read more ›
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The OnePlus Pad 3 that was released in China at the end of 2024 is not the same tablet as the OnePlus Pad 3 that was released globally in mid-2025. More recently, there was the OnePlus Pad 4, which now serves as the basis of the newly announced Pro tablet for China. The OnePlus Pad 3 Pro has a 13.2” LCD with 3,392 x 2,400px resolution (7:5 aspect ratio). It... Read more ›
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LLM уже умеют быстро собирать мобильные макеты, и на первый взгляд результат часто выглядит убедительно. Кнопки похожи на кнопки, bottom sheet на bottom sheet, экран не разваливается, и его можно показать на обсуждении. Но на практике это всего лишь аккуратный черновик, который ещё нужно как следует доработать: посмотреть компоненты, состояния, навигацию, safe area, длинные тексты и поведение на маленьком экране.Поэтому предлагаю разобраться, где LLM-инструменты действительно снижают стоимость первой итерац Read more ›
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Business travellers are desperate to use AI to help them prepare for trips, but they're being forced to use public chatbots. Read more ›
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I left a finance job in Ireland in my early twenties. The reason was simple enough at the time. I looked at the people ten and fifteen years ahead of me, the ones I was supposed to want to become, and I didn’t want to become them. So I moved to Vietnam, taught English, eventually ... Read more Read more ›
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Provincial interactive digital media tax credits now reach far beyond gaming studios. Read more ›
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VentureBeat
GenAI image generators like Stable Diffusion do not draw a picture pixel by pixel from left to right. They start with noise and iteratively refine the entire image in parallel until it converges, in a process known as diffusion. For years, applying that same principle to text generation had remained out of reach at scale.Standard language models work like a typewriter: one token at a time, left to right, with... Read more ›
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Presented by F5Enterprise AI teams have spent years solving for compute, securing GPU allocations, negotiating cloud capacity, and benchmarking training throughput. The assumption embedded in that work is that the path between storage and compute will keep up. In production, that assumption increasingly does not hold. Real traffic introduces latency spikes, network jitter, and node degradation that controlled benchmarks fail to capture, resulting in pipelines that perform well in the... Read more ›
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Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory and compute that growing context demands. Most existing solutions either degrade model accuracy, require the full context to load before compression begins, or produce memory savings that don't translate into real speedups in standard serving infrastructure.A research team from NYU, Columbia, Princeton,... Read more ›
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Xiaomi's MiMo AI team has open-sourced MiMo Code V0.1.0, a terminal-native AI coding assistant that the Chinese electronics giant says outperforms Anthropic's Claude Code on key agentic coding benchmarks, especially on long-horizon, multi-step tasks (200+ steps) — at least, according to its own internal beta release and survey of 576 developers. It's also bundling limited-time free access to MiMo-V2.5, its multimodal flagship model with a million-token context window, requiring no... Read more ›
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Agent skills have become an important part of real-world AI applications, providing a mechanism — a set of instructions saved in a folder of text-based markdown (.md) files, usually — for models to adapt to specific enterprise use cases and complex workflows. However, optimizing these skills is a slow process and faulty process, as they cannot be trained in the same way as the parameters of the underlying AI model.... Read more ›
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Most enterprise RAG pipelines start the same way: a text parser converts web pages and documents into plain text so they can be chunked and indexed for retrieval. That conversion step destroys retrieval signals — and according to new research, it's responsible for the majority of wrong answers.A research team from UC Berkeley, Princeton University, EPFL and Databricks published a paper this week introducing PixelRAG, a system that skips that... Read more ›
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The creators of the hit, enterprise-friendly, open source OpenClaw variant NanoClaw are partnering with software supply chain management leader JFrog have to launch a new, joint security integration they say will protect NanoClaw autonomous agents from malicious code injection. "These agents are doing things that you cannot necessarily control, and you cannot necessarily train," said Gal Marder, Chief Strategy Officer at JFrog, in an exclusive interview with VentureBeat.Available immediately, the... Read more ›
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Large language models continue to struggle with hallucinations, presenting a major roadblock for real-world enterprise applications. Reducing these errors is a messy business, forcing model developers to navigate a strict tradeoff where eliminating factual errors often suppresses valid answers.In a new paper, Google researchers introduce the concept of "faithful uncertainty," a metacognitive technique that aligns a model's response with its internal confidence. This alignment allows the model to offer appro Read more ›
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Moonshot AI released Kimi K2.7-Code this week, an open-source update to its K2 coding model family, claiming leaner reasoning and double-digit performance gains.K2.7-Code is built on the same trillion-parameter mixture-of-experts architecture as its predecessor K2.6, and drops in via an OpenAI-compatible API — which matters for teams already running K2.6 in production gateways.When K2.6 launched in April, it topped OpenRouter's weekly LLM leaderboard — a ranking based on actual API... Read more ›
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The US government last night issued an unprecedented export control directive ordering Anthropic to immediately suspend all access to its top-tier Claude Fable 5 and Claude Mythos 5 models for foreign nationals, citing unspecified national security authorities. In response, Anthropic has blocked all public access to both models, globally — meaning no users around the world can access them at this time, even paying enterprise customers and Anthropic employees internally.... Read more ›
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18.06.2026 10:43
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