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Every new AI agent your team deploys starts from scratch: no memory of how the business works, where data lives, or what rules apply. And as agentic coding tools spin up applications faster than anyone can govern them, each one risks becoming another silo outside your data layer entirely. Microsoft is addressing both problems directly at Build 2026.According to VentureBeat's VB Pulse's Q1 2026 RAG Infrastructure Market Tracker, hybrid retrieval intent among 100-plus employee organizations tripled from 10.3%
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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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Prime Day brings major discounts on gaming monitors, from budget QHD panels to flagship 4K OLED displays with steep price cuts. Read more ›
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Looking to pick up a game or two this month? These are the best PS5 games of the year so far that are worth your money. Read more ›
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There are lots of different types of mower blades, including one with a serrated edge. These so-called "gator blades" have a specialized purpose. Read more ›
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Amazon Prime Day invariably brings with it big discounts on power tools, including a good selection of DeWalt tools. Here are some of this year's best. Read more ›
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We used this MSI portable display for IT management and creative tasks and it's absolutely brilliant. Read more ›
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Bill Gates told Congress that Jeffrey Epstein wormed his way into his life with "veiled threats" to disclose extramarital affairs. Read more ›
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Not every Prime Day power bank deal is worth buying. I shortlisted five portable chargers that offer the best mix of reliability, portability, and real-world usefulness. Read more ›
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Claude Tag can be added to a Slack workspace as a user with access to channels and data. Read more ›
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Our exports have picked the deals really worth buying, in sizes from 42 inches to 98 inches Read more ›
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Wallet-friendly headphones and earbuds that won't disappoint. Read more ›
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Любой, кто дебажил несовпадение точности между двумя реализациями нейросети, знает это чувство: один и тот же matmul на двух устройствах даёт разный результат — баг это или просто bf16 так округлил? Инженеры на разных концах конвейера меряют один результат разными линейками.Я собрал одну линейку с точными насечками — машинно-проверяемый каталог из 83 числовых форматов в 13 кластерах. Для каждого: разрядка битов (знак/экспонента/мантисса), смещение, кодирование inf/NaN/субнормалей и единый якорь проверки 0x4 Read more ›
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It's one of the best times to snag yourself a Dyson device, whether it's a vacuum or a beauty tool. Read more ›
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A torque converter is an essential part of any automatic transmission. What is a torque converter, though, and what role does it actually play? Read more ›
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Before spending more on a pressure washer, take a look at these highly rated Home Depot models that offer impressive features without crossing the $200 mark. Read more ›
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Smart glasses are finally becoming more than a tech curiosity. Whether you’re looking for a portable giant screen for movies and gaming, an immersive display for work, or a pair of connected glasses that can handle calls and voice assistants, there are now several compelling options worth considering. Prime Day is also one of the […] Read more ›
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VentureBeat
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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Enterprise teams keep watching the same thing happen. An AI agent demos beautifully, goes to production, and stalls: it runs for a short stretch, then needs a human to top up its context and check its output, and the promised efficiency drains into supervision. The agent did the work; you did the watching. It’s one reason so many agent pilots never turn into production systems.The pitch on the other side... Read more ›
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Your AI agent did exactly what it was designed to do. The framework underneath it just handed an attacker a shell on the box that holds your OpenAI key, your database credentials, and your CRM tokens.That is not a hypothetical. In a few months, three of the most widely deployed AI agent frameworks each turned a known, ordinary bug class into a way through. Check Point Research chained a SQL... Read more ›
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Presented by SolidigmAs inference workloads evolve from discrete question-and-answer exchanges into persistent, multi-step agentic systems, GPU availability is no longer the most critical AI bottleneck. Instead, the bottleneck has migrated from compute to context, says Jeff Harthorn, AI applied research lead at Solidigm."Why context management has become a primary bottleneck, more than GPU availability or compute efficiency, is the question of 2026," says Harthorn. "GPUs have gotten dramatically cheaper per Read more ›
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Not every company can or should build their own frontier AI language model. However, the harness controlling the model is something that most enterprises can and should customize for their specific purposes.Of course, this is easier said than done. Agent harnesses are still largely tuned through manual, ad hoc debugging — a process that relies heavily on intuition rather than systematic feedback loops, making it difficult to keep pace with... Read more ›
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23.06.2026 22:23
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