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Look, we've spent the last 18 months building production AI systems, and we'll tell you what keeps us up at night — and it's not whether the model can answer questions. That's table stakes now. What haunts us is the mental image of an agent autonomously approving a six-figure vendor contract at 2 a.m. because someone typo'd a config file.We've moved past the era of "ChatGPT wrappers" (thank God), but the industry still treats autonomous agents like they're just chatbots with API access. They're not. When yo
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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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Эта статья — про то, что реально изменилось, и в каком порядке я бы рекомендовал это трогать. Основано на диффе между (3.3.0) и (8.6.2). Читать далее Read more ›
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See the Moon phase expected for May 3, 2026 as well as when the next Full Moon is expected. Read more ›
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Tires aren't exciting, but they're an essential part of any motorcycle. Which tire manufacturer does Harley-Davidson turn to for its bikes, though? Read more ›
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"The war in Iran has sent oil-starved countries scrambling for fuel," CNN reported this week. And many of those countries now want renewable fuels, the article points out, "leaving them turning to the renewables king of the planet: China." Chinese exports of solar technology, batteries and electric vehicles all reached record highs in March, according to energy think tank Ember, a sign that the historic oil supply shock is accelerating... Read more ›
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In Europe, the Honor 600 Pro is 43% more expensive than the vanilla model. However, in Malaysia, the upcharge is only 27% – and that makes a difference. The Pro was always the better phone between these two, the only question was whether its higher price was worth it. Memory Honor 600 Honor 600 Pro 12/256GB €650 - - MYR 3,100 12/512GB €700 MYR 2,600 €1,000 MYR 3,300 Based on... Read more ›
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Some cars don't hide behind the fact that they're for the wealthy, but other cars prefer to keep things on the low. What are some good stealth wealth cars? Read more ›
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After four decades of crawling through attics and wrestling with live wires, I discovered that the mental toughness built from physical labor creates habits that no Silicon Valley app can replicate—and they're still waking me up at 5:30 AM in retirement. Read more ›
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The NYT Strands hints and answers you need to make the most of your puzzling experience. Read more ›
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Connections is a New York Times word game that's all about finding the "common threads between words." How to solve the puzzle. Read more ›
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Here's the answer for "Wordle" #1779 on May 3 as well as a few hints, tips, and clues to help you solve it yourself. Read more ›
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Decades before today's affordability crisis, one particular year exposed how recessions, prices, and interest rates can reshape car buying. Read more ›
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"Scientists have created a miraculous new way to stop fires from spreading through neighborhoods using nothing but sound," reports the New York Post: Former NASA engineers with California-based Sonic Fire Tech found that using sound waves can snuff out blazes and potentially be used to stop another Pacific Palisades inferno... The technology works by targeting oxygen molecules using low-frequency sound waves that vibrate them, stopping the fire from growing. "Sound... Read more ›
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Looking for value at the pump? Here are the best gas stations across the country ranked by pricing, rewards, EV charging, and nationwide coverage. Read more ›
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Consumer Reports dropped 18 cars from its 2026 recommended list after owners reported more problems with reliability and key vehicle systems. Read more ›
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Чтобы не зависеть от онлайн-сервисов с их лимитами, очередями и закрытыми настройками, локальный генератор изображений можно собрать прямо на своём компьютере. Такой подход даёт больше контроля: можно самостоятельно выбирать модель, менять параметры генерации, подключать LoRA, использовать апскейл, ControlNet и другие инструменты. Читать далее Read more ›
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After yet another modest upgrade, you might be wondering what would be the most sensible pick between the newly released Samsung Galaxy S26+ and the year-old Samsung Galaxy S25+. After all, it looks like the latter gets you a lot of the way there at a more reasonable starting price. But not everything becomes immediately apparent from the spec sheet alone. There are still some under-the-hood changes that need exploring.... Read more ›
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A cancelled spy thriller, a rotoscoped animated drama, and a melancholic sci-fi anthology make up this weekend's three underrated Prime Video shows that never got the audience they deserved. Read more ›
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VentureBeat
The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love.To ship enterprise-ready AI, engineers cannot rely on mere “vibe checks” that pass today but fail... Read more ›
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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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03.05.2026 01:03
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