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ByteDance, the Chinese tech giant behind TikTok, last month released what may be one of the most ambitious open-source AI agent frameworks to date: DeerFlow 2.0. It's now going viral across the machine learning community on social media. But is it safe and ready for enterprise use?This is a so-called "SuperAgent harness" that orchestrates multiple AI sub-agents to autonomously complete complex, multi-hour tasks. Best of all: it is available under the permissive, enterprise-friendly standard MIT License, mea
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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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I kept declining invitations I actually wanted to accept. Then I noticed the reflex was protecting me from a deal nobody was offering — a contract I'd signed in childhood that had quietly expired without my body being told. Read more ›
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Spirit Airlines announced it would cease operations at 3 a.m. on Saturday, canceling all its flights. It was a gut punch for its 17,000 employees. Read more ›
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Wondering what a car's power button does while driving? The answer depends on built-in safety systems, the automaker, and how the long you press the button. Read more ›
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The Nord Buds 4 Pro is yet another pair of wireless earbuds in OnePlus’s growing and confusing lineup. These are the most premium earbuds in the company’s low-end lineup, but below the non-Pro numbered lineup and Pro numbered lineup, and also the non-numbered Pro lineup…. Anyway, it’s best not to get too much into the weeds with this, as at this point it’s doubtful if even people at OnePlus can... Read more ›
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Deepinder Goyal stepped down as group CEO of Eternal, effective February 1, 2026, handing over the reins to Albinder Dhindsa.… Read more ›
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Morgan Stanley launched the first bank-issued Bitcoin ETP, but Amy Oldenburg said advisors, regulators and balance sheets still have a long way to go. Read more ›
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Even among the big tool brands, Makita offers an impressive range of products for every skill level. However, that means plenty are overkill for beginners. Read more ›
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"Vibe coding just got a whole lot more adorable," writes Engadget: OpenAI introduced AI-generated pets to the Codex app, its agentic tool that helps with coding. These "optional animated companions" don't do any coding themselves, but serve as a floating overlay that can tell you what Codex is working on, notify you when Codex completes a task or whether it needs your input on something. The new feature lets developers... Read more ›
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The things Gwen Lee had to draw as an animator made her crave a more wholesome creative outlet. Her art side hustle, Curious Pots, was born. Read more ›
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Amazon shoppers who bought a budget power bank in 2024 may want to check their device, as one portable charger now comes with an urgent warning. Read more ›
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Skydio, the largest American drone manufacturer, announced in late April that it would invest $3.5 billion over five years to expand US drone production, open a factory five times larger than its current facility, create more than 2,000 direct jobs and 3,000 supplier jobs, and build a domestic component supply chain through an initiative it […] This story continues at The Next Web Read more ›
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The Associated Press reports: On a March afternoon, artificial intelligence detected something resembling smoke on a camera feed from Arizona's Coconino National Forest. Human analysts verified it wasn't a cloud or dust, then alerted the state's forest service and largest electric utility. One of dozens of AI cameras installed for the utility Arizona Public Service had spotted early signs of what came to be known as the Diamond Fire. Firefighters... Read more ›
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These days, as retirees, the only things Tye and Chip Pierpont schedule and adhere to are doctor appointments. Read more ›
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Snapdragon still makes excellent chips, but this year’s Exynos and MediaTek results make the old “Qualcomm always wins” story look a lot lazier. Read more ›
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Looking for NYT Connections answers and hints? Here's all you need to know to solve today's game, plus my commentary on the puzzles. Read more ›
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Looking for Quordle clues? We can help. Plus get the answers to Quordle today and past solutions. Read more ›
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Looking for NYT Strands answers and hints? Here's all you need to know to solve today's game, including the spangram. Read more ›
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Николай Гусев · 29 апр в 12:00 · Старший инженер внедрения, Группа Астра «NEVER FUCKING GUESS! - и именно это я и сделал. Я угадал, что удаление staging volume через API будет ограничено staging-окружением. Я не проверил. Я не читал документацию Railway.»- AI-агент Cursor на Claude Opus 4.6, письменное признание после удаления production-базы PocketOSПривет, меня зовут Николай, я 23 года в DevOps, последние несколько лет - внедряю продукты Группы Астра.... Read more ›
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VentureBeat
Enterprise teams that fine-tune their RAG embedding models for better precision may be unintentionally degrading the retrieval quality those pipelines depend on, according to new research from Redis.The paper, "Training for Compositional Sensitivity Reduces Dense Retrieval Generalization," tested what happens when teams train embedding models for compositional sensitivity. That is the ability to catch sentences that look nearly identical but mean something different — "the dog bit the man" versus... Read more ›
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Presented by EdgeverveSupply chains are where legacy integration models reach their limits. As partner networks expand and operational volatility increases, traditional middleware is buckling under costs and complexity. That’s why supply chain has emerged as a proving ground for automation‑led integration Platform as a Service (iPaaS), a next-generation model designed to absorb constant change without rewriting the stack.This article takes a look at today’s supply chains, the limits of legacy... Read more ›
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AI R&D runs on a cycle of hypothesis, experiment, and analysis — each step demanding substantial manual engineering effort. A new framework from researchers at SII-GAIR aims to close that bottleneck by automating the full optimization loop for training data, model architectures, and learning algorithms.A new framework called ASI-EVOLVE, developed by researchers at the Generative Artificial Intelligence Research Lab (SII-GAIR), aims to solve this bottleneck. Designed as an agentic system... Read more ›
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Xiaomi, the Chinese firm best known for its smartphones and electric vehicles, has lately been shipping some incredibly affordable and high-powered open source AI large language models.The trend continued today with the release of Xiaomi MiMo-V2.5 and Xiaomi MiMo-V2.5-Pro, both available under the permissive, enterprise-friendly MIT License, making them suitable for use in production in commercial applications. Enterprises and individual/independent developers can now download either of the models (and more Read more ›
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Microsoft and OpenAI on Monday announced a sweeping overhaul of the partnership that has defined the commercial AI era, dismantling key pillars of exclusivity and revenue-sharing that bound the two companies together for years and replacing them with a looser, time-limited arrangement that gives both sides far more freedom to pursue rival relationships.The amended agreement, disclosed simultaneously in blog posts from both companies, marks the most significant restructuring since Microsoft... Read more ›
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Mistral AI, the Paris-based artificial intelligence company valued at €11.7 billion ($13.8 billion), today released Workflows in public preview — a production-grade orchestration layer designed to move enterprise AI systems out of proofs of concept and into the business processes that generate revenue.The product, which launches as part of Mistral's Studio platform, is the company's clearest articulation yet of a thesis that is quietly reshaping the enterprise AI market: that... Read more ›
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The AI race lately has felt a bit like a game of tennis: first, Anthropic releases a new, pricey state-of-the-art proprietary model for general users (Claude Opus 4.7), then, a week or so later, its rival OpenAI volleys back with one of its own (GPT-5.5). And all the while, Chinese companies like DeepSeek and even Xiaomi are seeking to appeal to users by playing a different game: nearing the frontier,... Read more ›
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Training AI reasoning models demands resources that most enterprise teams do not have. Engineering teams are often forced to choose between distilling knowledge from large, expensive models or relying on reinforcement learning techniques that provide sparse feedback.Researchers at JD.com and several academic institutions recently introduced a new training paradigm that sidesteps this dilemma. The technique, called Reinforcement Learning with Verifiable Rewards with Self-Distillation (RLSD), combines the rel Read more ›
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For most data engineering teams, managing pipeline reliability often means waiting for an alert, manually tracing failures across distributed jobs and clusters, and fixing problems after they've already hit the business. Agentic AI needs the data to be there, clean and on time. A pipeline that fails silently or delivers stale data doesn't just break a dashboard — it breaks the AI system depending on it.That gap is what Definity,... Read more ›
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Enterprises can't fix their GPU waste problem because the fix makes the problem worse. Releasing idle capacity would improve utilization, but the same shortage driving GPU prices up is exactly why no team will give capacity back. So the fleet sits at roughly 5%, billed by the hour, and the cycle tightens.That pressure — repeated across thousands of enterprises over the past two years — is the reason most companies... Read more ›
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03.05.2026 21:26
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