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Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with unstructured content, sales figures alongside customer reviews or citation counts alongside academic papers, break single-turn RAG systems. New research from Databricks puts a number on that failure gap. The company's AI research team tested a multi-step agentic approach against state-of-the-art single-turn RAG baselines across nine enterprise knowledge tasks and reported gains of 20% o
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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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Cisco announced its intent to acquire Israeli cybersecurity startup Astrix, confirming The Information’s report from April. The company didn’t announce an acquisition price. The Information reported that Cisco was in talks to acquire Astrix for between $250 million to $350 million, at least a ... Read more ›
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The blockbuster lawsuit between "It Ends With Us" stars Justin Baldoni and Blake Lively over behind-the-scenes drama was settled ahead of trial. Read more ›
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The 1969 Chevrolet Camaro was stolen nearly two decades ago, but against all odds, it was recently discovered in a terrible condition. Read more ›
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A new study suggests the Milky Way consumed an ancient dwarf galaxy billions of years ago, and its stellar remains may still be embedded within ours. Read more ›
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Spirit said it explored every possible option to stay in business, but it was left with no other choice to liquidate because it did not have a sufficient amount of cash. Read more ›
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Delta is canceling hundreds of flights — far more than its rival airlines. An internal memo reveals crew and scheduling challenges. Read more ›
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A new leak today claims to bring us a ton of details about the upcoming Google Pixel 11 family, so let's dive right in. All devices will be using the Tensor G6 SoC, which will be built on a TSMC N2 (2nm) node. Its CPU will have one ARM C1-Ultra core at 4.11GHz, four ARM C1-Pro cores at 3.38GHz, and two ARM C1-Pro cores at 2.65GHz. The PowerVR C-Series CXTP-48-1536... Read more ›
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A Tennessee solar farm integrates cattle grazing using adjustable panels, offering potential income diversification as agricultural revenues decline across the United States. Read more ›
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The company is still working out some kinks through ongoing tests of the pressurized water system. Read more ›
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I've had my doubts about Microsoft's campaign to fix Windows 11 this year, but they're slowly melting away. Read more ›
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Google's Pixel 11 lineup could see RAM cuts or lower starting configurations because of the global memory shortage, with leaks suggesting the base model may drop from 12GB to 8GB while Pro models could add 12GB versions below the current 16GB tier. The Verge reports: There will be 16GB configurations available for each, but adding a lower-spec model could mean the 16GB version is getting a price hike. However, the... Read more ›
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The Shark ChillPill is a portable cooling system that's essential for summer, travel, migraines, menopause and anyone else who gets too hot. Read more ›
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Some Amazon staff had complained about a lack of access to top AI coding tools, arguing the company risked falling behind in developer productivity. Read more ›
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Privacy advocates warn Utah’s new law targeting VPN loopholes in age verification systems could set an unworkable precedent. Read more ›
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Khosrowshahi said there's the usual tension with partners about Uber's travel ambitions, and he obliquely cited Expedia's shortcomings post-booking. If Uber gains traction in travel, you can expect Khosrowshahi to one day step away from the Expedia board, and all of those conflicts to get exacerbated. Read more ›
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Some of Wall Street's biggest investors, like Blackstone, are teaming up with Anthropic to build a consulting firm for the AI future. Read more ›
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VentureBeat
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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Enterprise AI teams running centralized orchestration stacks now have a new variable to account for: AWS Quick, which expanded this week to a desktop-native agent that builds a persistent personal knowledge graph and executes actions across local files and SaaS tools — outside the visibility of most control planes.Unlike chat-based copilots that reset with each session, Quick now maintains a continuously updated knowledge graph built from the user's local files,... Read more ›
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Bringing AI agents into the enterprise software development lifecycle is fast becoming the norm. As developers experiment with new platforms, organizations are exposed to potential security and orchestration failures. Systems that work in pilots may fail once the agents start working with real-time data.Legacy tech giant IBM is one of several companies trying to address that gap by introducing more structure into how these workflows run. Yesterday, it announced the... Read more ›
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Something shifted in enterprise RAG in Q1 2026. VB Pulse data spanning January through March tells a consistent story: the market stopped adding retrieval layers and started fixing the ones it already has. Call it the retrieval rebuild.The survey covered three consecutive monthly waves from organizations with 100 or more employees, with between 45 and 58 qualified respondents per month across platform adoption, buyer intent, architecture outlook and evaluation criteria.... Read more ›
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04.05.2026 17:33
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