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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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CEO Arthur Mensch argues Europe needs its own advanced AI capabilities in order to avoid getting left behind by American rivals. Read more ›
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A new side-channel attack was discovered but exploiting it is not as easy as it sounds. Read more ›
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LinkerBot makes dexterous robotic hands for as little as $600. It wants to become the standard for humanoids and automated factories—and eventually replace human labor altogether. Read more ›
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Ina Garten's chocolate cake with mocha icing is really moist, and the flavor gets an extra kick from instant espresso powder in the icing and batter. Read more ›
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In this week's edition of The Protocol Newsletter, we're diving deep into the institution that has been the main steward for the Ethereum blockchain, and why its been back in the spotlight. Read more ›
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Meta’s upcoming Instagram Plus and Facebook Plus subscriptions are the latest example of the company seeing what works elsewhere and mimicking it. Read more ›
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Acer’s Predator Atlas 8 packs desktop-level Intel power and a bold new cooling setup into a handheld form. It’s shaping up to be seriously capable — but possibly seriously expensive too. Read more ›
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Southwest's CEO says the airline "doesn't have to become Delta." But these and other changes keep pushing it in that direction. Read more ›
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Feds say legislation will still require companies to retain metadata from users. Read more ›
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Dell has been awarded a contract to supply Microsoft 365 software and other services for the Department of Defense, the intelligence community, and the US Coast Guard. Read more ›
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The Labubu trend is fading, with web traffic to the Pop Mart website cratering, new data shows. Read more ›
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Holland, Zendaya, Sadie Sink, Jon Bernthal, Mark Ruffalo, and others star in the July 31 release. Read more ›
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Justice Brett Kavanaugh is a Republican. He served in a Republican White House, typically votes with the Court’s other Republicans, and even sometimes sides with President Donald Trump in major cases that divide the Republican Party. He’s not the sort of person you’d expect to carry a torch for a liberal cause for nearly four […] Read more ›
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Valve's Steam Deck has sold out again despite a steep price increase that pushed the 1TB OLED model as high as $949 -- about $300 above its original price. "Even with the $300 price bump, the Steam Deck sold out after less than 24 hours back in stock," reports IGN's Jacqueline Thomas. "I don't know how many units Valve was able to stock into its store, but it does seem... Read more ›
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‘Due to rising memory and storage costs’ the Steam Deck now costs over 40% more. Read more ›
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Anthropic surpasses OpenAI with $965B valuation after a $65B fundraise and releases a new Claude Opus 4.8 model, enhancing its AI capabilities. Read more ›
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From gin 50/50 martinis to classic daiquiris, there are a number of cocktails that bartenders wish they saw people order more often. Read more ›
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Представьте типичную продуктовую команду. У них все просто и понятно: вот бэклог, вот новые фичи, вот спринты, а в конце довольный бизнес считает прибыль. Метрики эффективности прозрачны: выпустили фичу вовремя, и если за ней не последовал шлейф багов, все молодцы.А теперь представьте команду внутренней Платформы. Они не создают продукт для внешних заказчиков. Их клиенты — это соседние отделы разработки. И когда платформа работает идеально, ее никто не замечает. Но если... Read more ›
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VentureBeat
AI agents forget. Every time a coding assistant loses track of a debugging thread, or a data analysis agent re-ingests the same context it already processed, the team pays in latency, token costs, and brittle workflows. The fix most teams reach for — expanding the context window or adding more RAG — is increasingly expensive and still doesn't reliably work.To address this, researchers from Mind Lab and several universities proposed... Read more ›
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The AI industry has fully entered the "agent era," a paradigm where AI models do far more than generate text — they now actively plan, execute, and course-correct complex tasks over days rather than seconds. Thus, it's perhaps unsurprising to see Chinese e-commerce giant Alibaba's famed Qwen Team of AI researchers release a model capable of performing autonomous agentic AI work over multiple days: that model has arrived in the... Read more ›
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Dun & Bradstreet has spent over 180 years building a comprehensive commercial database. Its Commercial Graph, covering 642 million businesses and their relationships, corporate hierarchies and risk profiles, was designed for people. Credit analysts, risk managers and sales professionals who could wait for query results and work through ambiguous entity matches. AI agents cannot do any of those things.When D&B's customers started pushing agents into credit, procurement and supply chain... Read more ›
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When agentic workflows fail, developers often assume the problem lies in the underlying model’s reasoning abilities. In reality, the limited information provided by the retrieval interface is often the primary limiting factor.Researchers at multiple universities propose a technique called direct corpus interaction (DCI) that lets agents bypass embedding models entirely, searching raw corpora directly using standard command-line tools.The limits of classic retrievalIn classic retrieval systems such as RAG, d Read more ›
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On May 19, 633 malicious npm package versions passed Sigstore provenance verification. They were cleared by the system because the attacker had generated valid signing certificates from a compromised maintainer account.Sigstore worked exactly as designed: it verified the package was built in a CI environment, confirmed a valid certificate was issued, and recorded everything in the transparency log. What it cannot do is determine whether the person holding the credentials... Read more ›
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There is a category of production incident that engineering teams are not tracking yet — because it doesn't fit any existing postmortem template. The agent initiated an action. The action was technically correct given the agent's context. The context was incomplete. The infrastructure cascaded. And, by the time the incident review happened, three teams were arguing about whether it was an agent failure or an infrastructure failure, because the frameworks... Read more ›
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Over the past two decades, technical debt meant outdated architecture, messy code, and poorly maintained documentation. That definition is no longer sufficient in the AI era, where failure modes are more subtle and often non-linear. AI systems are introducing new layers of technical debt that live across prompts, models, and data dependencies — making these layers less visible, harder to measure, and often more dangerous than traditional debt.A crisis hiding... Read more ›
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The attacker who hit the most financial services organizations over the past 12 months never phished a password. They called an IT support line, convinced an employee to reset their MFA, and registered their own device on the network.CrowdStrike’s 2026 Financial Services Threat Landscape Report, released this month and covering activity from April 2025 through March 2026, identified Mutant Spider as the single most active threat to the financial services... Read more ›
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For months, the leading AI coding benchmarks have told enterprise buyers a comforting but misleading story: the top models are all roughly the same. OpenAI's GPT-5 family, Anthropic's Claude Opus, and Google's Gemini Pro have clustered within a narrow band on Scale AI's SWE-Bench Pro leaderboard, making it nearly impossible for engineering leaders to determine which agent will actually perform best inside their codebases.On Monday, a startup called Datacurve released... Read more ›
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The data processing agreement (DPA) — the bedrock contract companies use to evaluate how vendors handle personal data — can no longer be trusted at face value. That is the central, and arguably most alarming, conclusion of DataGrail's Privacy and AI Trends Report 2026, released today.The San Francisco-based privacy platform analyzed 2,400 popular business software providers and found that 63.6% of vendors that prominently advertise AI capabilities do not disclose... Read more ›
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28.05.2026 15:34
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