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As large language models become more capable, users are tempted to delegate knowledge tasks where models process documents on their behalf and provide the finished results. But how far can you trust the model to stay faithful to the content of your documents when it has to iterate over them across multiple rounds?A new study by researchers at Microsoft shows that large language models silently corrupt documents that they work on by introducing errors. The researchers developed a benchmark that simulates mul
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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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The Antikythera mechanism spent 2,000 years on the seabed and another 50 in a museum drawer before X-rays revealed it was a hand-cranked bronze computer that predicted eclipses, modelled the Moon's elliptical orbit, and tracked the schedule of the ancient Olympic Games. Read more ›
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Months after raising $35 Mn in November last year, proptech startup Square Yards has raised ₹900 Cr (around $95 Mn)… Read more ›
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JD.com founder Richard Liu said robots will take over manual delivery work, but humans will be needed to maintain and troubleshoot them. Read more ›
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The founder and CEO of private jet company Craft said customers are increasingly bypassing the traditional entry point into private flying. Read more ›
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These are the hottest Prime Day deals on our favorite TVs and streaming devices. Read more ›
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Air India is late to a model already proven by domestic as well as Gulf and Asian carriers, but the Booking.com deal shows how quickly it wants to catch up through loyalty-led commerce at home. Read more ›
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A three-year-old unmanned-systems maker just raised $300 million. Two weeks earlier it bought a propulsion company, a move aimed at one of the defense industry's most stubborn shortages. Read more ›
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Everything is expensive. Treat yourself to one of these WIRED-tested and -approved Prime Day picks under $30. Read more ›
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У вас есть список целей на день/неделю/год/жизнь? Не путайте его со списком неотложных дел, такой есть у всех, а если еще нет, то, как только приедете утром на работу, появится. Но от чего зависит, будут ли исполнены долгосрочные цели? Один из важнейших факторов – наличие внутренней мотивации. Она настолько мощный двигатель всей нашей жизни, что не только мы, но и все окружающие нас люди пытаются его эксплуатировать. Маркетологи в первую... Read more ›
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The Reolink camera is 30% off for Amazon Prime Day 2026, pairing smart alerts and 100ft IR night vision for $90.99. Read more ›
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One year on, Sony’s XM6 are still king of the noise-cancelling headphones game — here’s why I’d pick them over the likes of Bose’s QuietComfort Ultra and Apple’s AirPods Max 2. Read more ›
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After rolling out the stable One UI 8.5 update for the Galaxy A15 5G, Samsung has now released it for the Galaxy A15 4G. [#InlinePriceWidget,12638,1#] The stable One UI 8.5 for the Samsung Galaxy A15 4G is rolling out in South Korea for model number SM-A155N. The update has firmware version A155NKSU9DZF1, comes with the May 2026 Android security patch, and requires a download of around 2.5GB. Samsung Galaxy A24... Read more ›
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From MacBooks to gaming laptops, these are the very best deals on some of my very favorite laptops for Amazon Prime Day. Read more ›
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SSD prices have exploded, so I'd recommend this far cheaper PS5 HDD if you want to upgrade your console storage. Read more ›
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VentureBeat
One of the assumptions behind today’s AI frameworks is that agents require a “boss” at the center; this orchestrator runs the show, routes requests, and makes sure the whole system doesn’t descend into chaos. That assumption may be wrong, and the cost of carrying it could be measured in inference dollars and coordination latency. A new Stanford framework called a decentralized language model, or DeLM, is built on the premise... Read more ›
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For decades, data professionals have struggled with the challenge of managing both operational and analytical databases in a unified approach that doesn't introduce latency and performance degradation.Agents made the problem structural. A system that reasons continuously and acts on live data cannot tolerate a pipeline between itself and the information it needs to act on.At the Data + AI Summit on Tuesday, Databricks announced two products aimed at collapsing that... Read more ›
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Today, Chinese AI startup Z.ai (formerly Zhipu AI) announced the immediate release of GLM-5.2, a 753-billion parameter open-weights large language model (LLM) engineered specifically to dominate "long-horizon" autonomous coding and engineering tasks. Available immediately on Hugging Face, the Z.ai API, and more than 20 third-party coding environments, the model boasts a highly stable 1-million-token context window alongside enterprise subscription tiers starting at just $12.60 per month. In excellent news f Read more ›
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On Sunday, a team of nine researchers at Sina Weibo — the Chinese social media giant better known for its microblogging platform than for cutting-edge artificial intelligence — quietly posted a 14-page technical report to arXiv that sent shockwaves through the AI research community. Their claim: a language model with just 3 billion parameters can match or exceed the reasoning performance of flagship systems from Google DeepMind, OpenAI, Anthropic, and... Read more ›
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When Anthropic quietly released Claude Design in April as a "research preview," it generated the kind of instant traction most product teams dream about: more than one million users in its first week. It also generated a problem. The tool consumed tokens so voraciously that a PCWorld reviewer burned through 80 percent of his weekly Claude Pro allowance in roughly 25 minutes, producing just three variations of a single webpage... Read more ›
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Building a context layer between enterprise data stores and AI agents is bespoke work, with no standard service to automate or maintain the graphs over time. Amazon is making a direct play to change that.Amazon on Wednesday entered the space, announcing a series of three products it's positioning as a context intelligence stack for AI agents. The centerpiece is AWS Context, a new knowledge graph service that gets smarter through... Read more ›
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Adobe has announced a major expansion of its "creative agent" across its flagship Creative Cloud suite and upgraded Firefly AI studio. Available in public beta starting today across Premiere Pro, Photoshop, Illustrator, InDesign, and Frame.io, the agent is designed to serve everyone from individual creators to enterprise marketing teams. Unlike first-generation generative AI tools that simply output flat media from a chat interface, Adobe’s embedded assistant acts as an orchestration... Read more ›
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Two AI tools broke in the same way in the same two weeks, and four research teams proved it. The pattern underneath every disclosure is one sentence: enterprise AI accepts external input with no trust boundary. On June 15, Varonis disclosed SearchLeak (CVE-2026-42824), a proof-of-concept exfiltration chain in Microsoft 365 Copilot Enterprise Search. A victim clicks a crafted microsoft.com URL, Copilot searches their mailbox, and the data leaves through a... Read more ›
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Imagine your engineering team just deployed an AI agent to search through internal company documents and answer employee questions. It works perfectly in development, but in production, it consistently hallucinates or misses key constraints. Fixing this is rarely a simple patch. It requires a tedious, trial-and-error process of tweaking chunking strategies, retrieval methods, and system prompts simultaneously. Because these adjustments are entangled, it becomes nearly impossible to attribute which specific. Read more ›
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Anthropic announced a potentially game-changing new feature for users of Claude Code on the Claude Team and Enterprise subscription plans: Artifacts. This update turns a Claude Code session's work into a live, interactive, and shareable, custom HTML webpage, allowing a Claude Code user to plug in live code, multiple data sources, and have it surface on an interactive URL that they can send to other teammates — be it a... Read more ›
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23.06.2026 04:50
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