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The prevailing assumption in AI development has been straightforward: larger models trained on more data produce better results. Nvidia's latest release directly challenges that size assumption — and the training recipe behind it may matter more to enterprise AI teams than the model itself. The open-weight model's Cascade RL post-training pipeline, detailed in Nvidia's technical report, offers a reproducible blueprint for enterprise teams building domain-specific reasoning systems without training from scra
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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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MIT researchers have demonstrated that consumer-grade LiDAR sensors can detect and track objects around corners. The hardware costs under $50, and the code is already publicly available. Read more ›
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Thinking about replacing your old grill with a smart Wi-Fi-connected model? Discover why outdoor cooking purists are warning against this costly tech. Read more ›
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The White House is nearing a deal with Anthropic that allows the National Security Agency and other U.S. spy agencies to use the company’s advanced AI models for classified work, according to the New York Times. The deal talks come despite the Defense Department designating the company as a “ ... Read more ›
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Qualys's Threat Research Unit (TRU) has discovered and published a logic flaw in Linux kernel "that permits an unprivileged local user to disclose sensitive files and execute arbitrary commands as root on default installations of several major distributions." Friday their blog pointed out "The bug has resided in mainline Linux since November 2016 (v4.10-rc1)." "Upstream patches and distribution updates are already available." Working exploits are circulating publicly, and administrators should... Read more ›
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Keep your phone, laptop, handheld gaming console, and other electronics running with these travel-friendly power banks. Read more ›
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Практика Project Loom: как включить preview Structured Concurrency в javac, Maven и Gradle, как использовать ScopedValue для request context и StructuredTaskScope для параллельных вызовов, joiner’ы, timeout и связка обеих фич в одном примере. Примеры под JDK 25+ Что же с Project Loom? Read more ›
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The 65-inch Hisense CanvasTV is on sale at Amazon for $1,099.99, down from the list price of $1,999.99. That's a 45% discount. Read more ›
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Нелегок труд палеонтологов. Чтобы заглянуть в прошлое, им надо вгрызаться в скальный грунт, ковыряться в грязи оттаявшей мерзлоты, сметать пыль с окаменелостей и по крупицам реконструировать облик давно вымерших существ. Астрономам в этом смысле повезло гораздо больше. Благодаря конечной скорости света, прошлое Вселенной транслируется нам в прямом эфире. Нужно лишь взять телескоп или радиотелескоп, который помощнее, и навести его на пустой участок неба между яркими звездами нашей галактики. Там, в... Read more ›
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Think your 100,000-mile powertrain warranty will save you from a blown engine? Discover the hidden loophole automakers use to deny your repair claim. Read more ›
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The Xiaomi 17T and Xiaomi 17T Pro will be unveiled on May 28, followed by the 17T's launch in India on June 4. Xiaomi already revealed the rear designs of the 17T and 17T Pro, and now its Indian branch has given us our best official look yet at the non-Pro model through a video clip on X. The video, included in the X post embedded below, shows the 17T... Read more ›
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Seven years after losing my husband, my daughter and I finally found a way to celebrate him that feels good. Read more ›
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Welcome, Weekenders! In this newsletter:• The Big Read: The tech elite’s go-to real estate broker? The mayor’s brother • Crypto: Inside crypto’s Washington command center • Lists: 20 great books for summer 2026 • Plus, Recommendations—our weekly pop culture picks: “John Kiriakou’s Dead Drop,” “Returning” and “The Testaments”Lately, it seems that Marc Tessier-Lavigne has been popping up everywhere.The neuroscientist, ex–Stanford University president and former Genentech executive has been making the... Read more ›
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Roger Linn is a legend in the world of musical instruments. He's been at the cutting edge of music technology for decades. He created the LM-1, the first drum machine to use samples, and its successor, the LinnDrum, is one of the most iconic drum machines of all time. They were used on countless records […] Read more ›
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Here's how to watch Bayern Munich vs Stuttgart live streams online and from anywhere, as the two clubs meet in the DFB-Pokal final in Berlin. Read more ›
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Mini PCs are not glamorous, but that’s why they feel refreshing in a market full of expensive laptops, overbuilt towers, and computers trying too hard. Read more ›
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People took a PDF file report about a plane crash and used AI to recreate the last few seconds its pilots' conversation. Read more ›
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VentureBeat
For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human evaluators capable of catching errors and generating high-quality feedback. The industry has invested enormously in the first. It's giving almost no thought to what's happening to the second.I’d argue that we need to treat the human evaluation problem with just as much rigor and investment as we put into building... Read more ›
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Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via cosine similarity — is effective for unstructured semantic search.However, for enterprise domains characterized by highly interconnected data (supply chain, financial compliance, fraud detection), vector-only RAG often fails. It captures similarity but misses st Read more ›
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Enterprises building and deploying agents have a problem: it’s taking their engineers too long to find out that an agent made a mistake, and the loop has continued to perpetuate, especially without a human at every step. LangSmith, the monitoring and evaluation platform from LangChain, launched a new capability in public beta that could make that issue more manageable. LangSmith Engine automates the entire chain by detecting production failures, diagnosing... Read more ›
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Four supply-chain incidents hit OpenAI, Anthropic and Meta in 50 days: three adversary-driven attacks and one self-inflicted packaging failure. None targeted the model, and all four exposed the same gap: release pipelines, dependency hooks, CI runners, and packaging gates that no system card, AISI evaluation, or Gray Swan red-team exercise has ever scoped.On May 11, 2026, a self-propagating worm called Mini Shai-Hulud published 84 malicious package versions across 42 @tanstack/*... Read more ›
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Redis built its name as the caching layer that kept web applications from collapsing under load. The problem it is targeting now has the same structure but is harder to solve: production AI agents failing not because the models are wrong, but because the data underneath them is scattered, stale and structured for humans rather than machines. Retrieval pipelines built for single queries cannot absorb the volume agents generate.The gap... Read more ›
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Andrej Karpathy, the influential 39-year-old Slovak-Canadian AI researcher and one of the original 11 co-founders of OpenAI, and former head of Tesla's AI division, announced on Tuesday, May 19 that he's joining rival lab Anthropic.As Karpathy posted from his account on the social network X: "Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to... Read more ›
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Although it was already discovered by intrepid AI power users weeks ahead of the official unveiling today at Google's annual I/O developer conference, the company's new Gemini Omni model marks a significantly new paradigm in the wider AI and tech marketplace.That's because as its "omni" (from the Latin omne — meaning "all") prefix would suggest, this is Google's first truly native, multimodal model, that is "a model that can create... Read more ›
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Google unveiled Gemini 3.5 Flash at its annual I/O developer conference on Tuesday, a new artificial intelligence model that the company says shatters what had become a seemingly iron law of the AI industry: that the smartest models must also be the slowest and most expensive to run.The model sits at the center of a sweeping set of announcements — from a video-generating "world model" called Gemini Omni to a... Read more ›
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Google on Tuesday unveiled Gemini Spark, a personal AI agent designed to work around the clock — drafting emails, assembling documents, monitoring inboxes, and eventually making purchases — even when a user's laptop is closed and their phone is locked.The announcement, made at Google I/O 2026, is the company's most ambitious attempt yet to transform its AI assistant from a tool that answers questions into one that autonomously completes tasks.... Read more ›
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For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On Tuesday, Google will formally retire that paradigm.At its annual I/O developer conference, Google announced a sweeping redesign of the search box itself — the literal text field where billions of queries begin every day... Read more ›
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23.05.2026 12:18
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