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When Miro’s data team pointed AI agents directly at its Snowflake environment, the agents got the wrong answer more than 65% of the time. The problem wasn’t the model — it was context. With more than 10,000 tables and no semantic layer to guide routing, the agents had no way to know which data assets matched which business questions.DataHub is releasing a context intelligence layer Thursday that mines existing SQL query history to build a semantic index — and exposes it to agents via MCP, LangChain, Google’
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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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The share of BIPOC leading actors in streaming movies fell to 36% in 2025, down from 51% in 2024. Read more ›
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Tim Cook has confirmed that price hikes are coming. As per a market analysis, the sticker price of iPhone 18 Pro could climb all the way up to $1,300. Read more ›
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The BYD Great Tang just broke BYD's own preorder record with 150,000 orders, and the specs explain exactly why. Read more ›
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Twenty years after its first flight, Barracuda remains the technological foundation behind Europe's future military aviation projects. Read more ›
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Apple plans to raise prices on its devices to counteract soaring component costs for memory and storage chips, Chief Executive Tim Cook told The Wall Street Journal. Cook didn’t elaborate in the interview about timing or exact price increases. Apple is expected to hold its annual hardware ... Read more ›
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The latest Nintendo console benefits from an incredible library of games carried over from the original Switch, but it has fantastic exclusives as well. Read more ›
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What's a billionaire to do when faced with the reality that there's no Illuminati to join? Get Joseph Gordon-Levitt on the horn, of course. Read more ›
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Amazon Web Services unveiled several new AI products at its annual New York Summit, some of which are designed to solve novel problems created by the new era of AI-driven software engineering. These include AWS Continuum, which helps identify code vulnerabilities to prevent companies from ... Read more ›
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Here's how to watch Mexico vs South Korea for free online and from anywhere in Group A of the FIFA World Cup 2026. Read more ›
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Netflix has become a titan in the content delivery landscape, and its co-founder believes humanity is on the verge of entering a new era Read more ›
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This story appeared in The Logoff, a daily newsletter that helps you stay informed about the Trump administration without letting political news take over your life. Subscribe here. Welcome to The Logoff: Donald Trump is still set on getting his unqualified pick for director of national intelligence. What’s happening? Last week, Trump nominated Jay Clayton, the US […] Read more ›
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CCS Insight expects global smartphone shipments to fall 15% this year as AI-driven demand pushes memory manufacturers toward higher-margin server chips. "[S]ome entry-level devices have already seen their sticker prices go up by more than 50 percent since last year," reports The Register. From the report: The firm found that the primary smartphone market (meaning new devices) contracted 4.4 percent in the first quarter of this year, despite sales channels... Read more ›
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Tom Holland, Zendaya, Mark Ruffalo, and Sadie Sink star in the latest Spidey adventure, out July 31. Read more ›
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![[Перевод] Революция в рациональном проектировании лекарственных препаратов](https://times42.com/media/6/8/6/12598686_640x200.jpg "[Перевод] Революция в рациональном проектировании лекарственных препаратов")
Разработка лекарственных препаратов по-прежнему слишком часто основана на дорогостоящем методе проб и ошибок. Исследователи из ICTER демонстрируют, что существует и другой путь — пошаговое построение молекул и наблюдение за их поведением с атомной точностью. Такой подход может значительно ускорить разработку новых методов лечения и одновременно снизить количество побочных эффектов. Отправной точкой исследования, опубликованного в журнале Diabetology авторами Винитой Каушик, Сауравом Кармакаром и Умберто Фер Read more ›
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It’s Wednesday, June 17, 2026, and venture capital is increasingly shifting away from consumer-facing AI applications toward the infrastructure layers that power them. Today’s funding activity was concentrated in AI deployment infrastructure, regulated financial systems, cybersecurity, enterprise automation, and biotech ... Read more ›
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The Motorola Razr Fold is expensive and imperfect, but its polished design, excellent displays, strong battery, and useful stylus support make it a serious foldable rival. Read more ›
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Castelion, a nearly four-year-old startup that makes hypersonic missiles, is aiming to raise a new funding round at a valuation of $12 billion or more, including the money raised, according to two people with knowledge of the fundraising efforts. The company’s target would be at least four times the valuation of its last funding round in December, reflecting heightened investor interest in defense tech startups that the SpaceX initial public... Read more ›
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VentureBeat
Researchers from the University of California, Berkeley's Center for Responsible, Decentralized Intelligence (RDI), alongside an advisory committee of over 300 domain experts, have launched Agents’ Last Exam (ALE)—a grueling new benchmark built to measure whether artificial intelligence can actually execute economically valuable, long-horizon professional workflows.In a shocking upset, OpenAI’s GPT-5.5 from April, operating through the Codex harness, secured the absolute top spot on the new ALE Leaderboard. Read more ›
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Presented by Capital One Enterprises aren’t struggling to experiment with AI; they’re struggling to make it work in the real world. Moving from promising prototypes to reliable, production-scale systems is where most efforts stall.In my role within Capital One’s AI Foundations organization, I’ve seen firsthand that successful AI implementation isn’t just about adopting the latest models or tools. It requires a disciplined R&D approach that connects foundational research to real-world... Read more ›
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GenAI image generators like Stable Diffusion do not draw a picture pixel by pixel from left to right. They start with noise and iteratively refine the entire image in parallel until it converges, in a process known as diffusion. For years, applying that same principle to text generation had remained out of reach at scale.Standard language models work like a typewriter: one token at a time, left to right, with... Read more ›
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Presented by F5Enterprise AI teams have spent years solving for compute, securing GPU allocations, negotiating cloud capacity, and benchmarking training throughput. The assumption embedded in that work is that the path between storage and compute will keep up. In production, that assumption increasingly does not hold. Real traffic introduces latency spikes, network jitter, and node degradation that controlled benchmarks fail to capture, resulting in pipelines that perform well in the... Read more ›
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Context windows are becoming a computational bottleneck. The longer an agent runs, the more tokens accumulate from retrieved documents, reasoning traces and conversation history, and the more memory and compute that growing context demands. Most existing solutions either degrade model accuracy, require the full context to load before compression begins, or produce memory savings that don't translate into real speedups in standard serving infrastructure.A research team from NYU, Columbia, Princeton,... Read more ›
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Xiaomi's MiMo AI team has open-sourced MiMo Code V0.1.0, a terminal-native AI coding assistant that the Chinese electronics giant says outperforms Anthropic's Claude Code on key agentic coding benchmarks, especially on long-horizon, multi-step tasks (200+ steps) — at least, according to its own internal beta release and survey of 576 developers. It's also bundling limited-time free access to MiMo-V2.5, its multimodal flagship model with a million-token context window, requiring no... Read more ›
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Agent skills have become an important part of real-world AI applications, providing a mechanism — a set of instructions saved in a folder of text-based markdown (.md) files, usually — for models to adapt to specific enterprise use cases and complex workflows. However, optimizing these skills is a slow process and faulty process, as they cannot be trained in the same way as the parameters of the underlying AI model.... Read more ›
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Most enterprise RAG pipelines start the same way: a text parser converts web pages and documents into plain text so they can be chunked and indexed for retrieval. That conversion step destroys retrieval signals — and according to new research, it's responsible for the majority of wrong answers.A research team from UC Berkeley, Princeton University, EPFL and Databricks published a paper this week introducing PixelRAG, a system that skips that... Read more ›
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The creators of the hit, enterprise-friendly, open source OpenClaw variant NanoClaw are partnering with software supply chain management leader JFrog have to launch a new, joint security integration they say will protect NanoClaw autonomous agents from malicious code injection. "These agents are doing things that you cannot necessarily control, and you cannot necessarily train," said Gal Marder, Chief Strategy Officer at JFrog, in an exclusive interview with VentureBeat.Available immediately, the... Read more ›
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Large language models continue to struggle with hallucinations, presenting a major roadblock for real-world enterprise applications. Reducing these errors is a messy business, forcing model developers to navigate a strict tradeoff where eliminating factual errors often suppresses valid answers.In a new paper, Google researchers introduce the concept of "faithful uncertainty," a metacognitive technique that aligns a model's response with its internal confidence. This alignment allows the model to offer appro Read more ›
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17.06.2026 18:48
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