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Getting AI agents to perform reliably in production — not just in demos — is turning out to be harder than enterprises anticipated. Fragmented data, unclear workflows, and runaway escalation rates are slowing deployments across industries.“The technology itself often works well in demonstrations,” said Sanchit Vir Gogia, chief analyst with Greyhound Research. “The challenge begins when it is asked to operate inside the complexity of a real organization.” Burley Kawasaki, who oversees agent deployment at Cre
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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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"An Agreement has been largely negotiated, subject to finalization between the United States of America, the Islamic Republic of Iran, and the various other Countries," wrote President Trump late Saturday afternoon. Read more ›
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Is your summer electricity bill out of control? Discover the surprisingly high temperature setting that energy experts recommend to keep costs down. Read more ›
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Researchers develop a silicon photonic chip that controls quantum noise using deliberate photon loss channels to study real system behaviour experimentally. Read more ›
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"The numbers show that layoffs in the U.S. are roughly at or below levels from before the pandemic," reports the Washington Post, "although they are higher than in 2022 when businesses snapped up workers as the economy roared back to life... "A different measure that accounts for the growing U.S. workforce shows that layoffs affected about 1.2% of employed people in March, a number that has been steady for years... Read more ›
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Skip the confusion and find real value on the OLED market in 2026. We break down models offering deep blacks, high framerate gaming, and longevity. Read more ›
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The AI-generated version of 'Moonrise, Hernandez, New Mexico' was on display at AIPAD's The Photography show. Read more ›
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Каждый, кто хоть раз открывал школьный учебник биологии или читал научно-популярные статьи об искусственном интеллекте, сталкивался с классической и завораживающей метафорой: ландшафт приспособленности (fitness landscape).Нам рисуют трёхмерную топографическую карту. На ней есть низины (плохие, нежизнеспособные комбинации генов), пологие склоны и величественные вершины — так называемые пики приспособленности. Популяция организмов или агентов генетического алгоритма изображается в виде кучки альпинистов. Ведо Read more ›
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AI data centers are straining power grids and public trust - but some countries have found a surprising way to turn their biggest waste problem into value. Read more ›
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Everyone's favorite electric superhero Static is coming back to DC Comics as part of the Titans, but how long will he stick around? Read more ›
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Beat the RAM crisis by upgrading the rest of your PC setup with these Memorial Day deals, featuring cheap keyboards, Wi-Fi boosters, and monitors. Read more ›
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As a convenient cleaner for short cleans the Shark PowerDetect Speed is as good as they come, especially at this price. Read more ›
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The Konkr Pocket Block will be smaller than the company's previous vertical handhelds. Read more ›
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While Costco is primarily a membership-based store, you can technically shop inside without signing up. There are some pretty big caveats, though. Read more ›
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If you are in the market for a mid-range smartphone, it's almost impossible not to stumble upon Samsung's Galaxy A lineup. But with the recent Samsung Galaxy A57 release, one would wonder whether the Samsung Galaxy A56 isn't actually a more sensible solution, seeing the somewhat modest hardware upgrade. After all, last year's Galaxy A56 is still relevant and sells at a lower price. Since the more recent Galaxy offers... Read more ›
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Буквально на днях Google выкатила gemini 3.5 flash. Маркетологи бьют в фанфары: легковесная модель обходит тяжелую gemini 3.1 pro на бенчмарках terminal bench 2.1 и MCP atlas! Но стоит открыть чат, и наступает разочарование. Модель общается сухим, бюрократическим, абсолютно безжизненным языком, уступая в человечности даже старой 3.0 flash. В этой статье мы разберем физику RLHF-лоботомии, покажем, как оптимизация под агентов убивает энтропию генерации, и почему современные бенчмарки стали главным врагом... Read more ›
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Long-time Slashdot reader UnknowingFool shares this report from the BBC: Air France and Airbus have been found guilty of manslaughter over a 2009 plane crash which killed 228 people. The Paris Appeals Court found the airline and aircraft manufacturer "solely and entirely responsible" for the incident, in which flight AF447 from Rio de Janeiro to Paris crashed into the Atlantic Ocean. The passenger jet stalled during a storm and plunged... Read more ›
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VentureBeat
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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The reason enterprises have been slow to connect AI agents to internal APIs and databases isn't the models — it's the credentials. In most production deployments, the agent carries authentication tokens with it as it executes tool calls, which means a compromised or misbehaving agent takes the keys with it.Anthropic is addressing that problem with two new capabilities for Claude Managed Agents: self-hosted sandboxes, which let teams run tool execution... Read more ›
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23.05.2026 17:17
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