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Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via cosine similarity — is effective for unstructured semantic search.However, for enterprise domains characterized by highly interconnected data (supply chain, financial compliance, fraud detection), vector-only RAG often fails. It captures similarity but misses st
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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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Island nations increasingly face internet blackout risks because fragile undersea cables remain exposed. Read more ›
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The Kylo Ren movie may be dead, but Charles Soule and Will Sliney have fans covered with another comic about his fall to darkness. Read more ›
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Dodge versus Ford is a battle as old as time, especially on the drag strip. Judging by this race, though, it's not always a particularly close one. Read more ›
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AI стал писать код быстрее, чем я успевал удерживать контекст работы. Код вроде написан, diff вроде разумный — но почему именно так, какие варианты отбросили, что обещали не трогать, куда делись follow-ups? Всё это жило в чате, а репозиторий видел только финальный diff.Это третья статья серии про память AI-агентов. В первых двух — https://habr.com/ru/articles/1006756/ и https://habr.com/ru/articles/1033388/ — разбирал устройство Memory MCP Server: зачем агенту постоянная память, semantic search, грабли по... Read more ›
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Если вы когда-нибудь выкатывали фичу, которая хранит персональные данные - почтовые адреса, заметки в свободной форме, API-токены, идентификационные номера - у вас наверняка возникала та же неприятная мысль: врядли стоит доверять базе данных. Бэкапы копируются на ноутбуки. Снапшоты оседают на файловых ресурсах. Галочка “encryption at rest” в облачной консоли защищает только от одного конкретного вида кражи - от того, что кто-то унесет диск.Зашифровать данные до того, как они попадут в... Read more ›
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The MeacoFan Sefte Pro 10in Table Air Circulator is quiet, powerful and now comes with upgraded smarts. Read more ›
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Buying or leasing a new BMW comes with a delivery choice that can turn pickup day into a much more memorable experience than a standard dealership handoff. Read more ›
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Amazon’s support cutoff has pushed parts of the Kindle community into open revolt, with jailbreaks becoming a way to fight planned obsolescence and keep working e-readers out of the e-waste pile. Read more ›
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The lawsuit claims that Amazon owes 'hundreds of millions' in refunds to its users. Read more ›
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Lexus is synonymous with reliability, but these five engines prove that even the best make mistakes. See which ones suffer from oil sludge and leaks. Read more ›
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Amazon employees are reportedly using AI for unnecessary tasks to inflate internal usage metrics as companies continue aggressively pushing workplace AI adoption. Read more ›
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Kioxia unveils PCIe 5.0 XG10 SSD series, delivering faster speeds for AI workstations, creators, gaming systems, and professionals. Read more ›
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"We may have accidentally detected dark matter back in 2019," writes ScienceAlert. "What if instead of trying to see dark matter, scientists attempted to hear it instead?" asks Space.com: New research suggests dark matter could leave a tiny but discernible imprint in the cacophony of ripples in spacetime called "gravitational waves" that ring through the cosmos when two black holes slam together and merge... Fortunately, when it comes to detecting... Read more ›
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Ever booked and busy, Keanu Reeves will lend his voice to an action-packed story based on real-life Japanese artist Jingorō Hidari. Read more ›
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The GoGoVac is a fresh addition to Ryobi's cordless cleaning range, and its unusual design helps it stand apart from the brand's other handheld vacuums. Read more ›
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VentureBeat
A doctor in a hospital exam room watches as a medical transcription agent updates electronic health records, prompts prescription options, and surfaces patient history in real time. A computer vision agent on a manufacturing line is running quality control at speeds no human inspector can match. Both generate non-human identities that most enterprises cannot inventory, scope, or revoke at machine speed.That is the structural problem keeping agentic AI stuck in... Read more ›
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Is AI leaving the era of "turn-based" chat?Right now, all of us who use AI models regularly for work or in our personal lives know that the basic interaction mode across text, imagery, audio, and video remains the same: the human user provides an input, waits anywhere between milliseconds to minutes (or in some cases, for particularly tough queries, hours and days), and the AI model provides an output.But if... Read more ›
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Presented by EdgeVerveFor most enterprises, AI adoption began with a straightforward ambition: automate work faster, cheaper, and at scale. Chatbots replaced basic service requests, machine‑learning models optimized forecasts, and analytics dashboards promised sharper insights. Yet many organizations are now discovering that deploying individual AI solutions does not automatically translate into enterprise‑level impact. Pilots proliferate, but value plateaus.The next phase of AI maturity is no longer about. Read more ›
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Presented by Apptio, an IBM companyAI spending is surging, but the full impact often remains an open question. Closing the gap requires clear answers to how AI is governed, measured, and tied to business outcomes.ROI uncertainty isn’t unique to AI: In the Apptio 2026 Technology Investment Management Report, 90% of technology leaders surveyed said that ROI uncertainty has a moderate or major impact on overall tech investment decisions, a 5-percentage... Read more ›
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Between May 6 and 7, four security research teams published findings about Anthropic’s Claude that most outlets covered as three separate stories. One involved a water utility in Mexico, another targeted a Chrome extension, and a third hijacked OAuth tokens through Claude Code. In one case, Claude identified a water utility’s SCADA gateway without being told to look for one.These are not three bugs. They are one architectural question playing... Read more ›
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AI that can see and understand what's happening in a video — especially a live feed — is understandably an attractive product to lots of enterprises and organizations. Beyond acting as a security "watchdog" over sites and facilities, such an AI model could also be used to clip out the most exciting parts of marketing videos and repurpose them for social, identify inconsistencies and gaffs in videos and flag them... Read more ›
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Any development environment that installed or imported one of the 172 compromised npm or PyPI packages published since May 11 should be treated as potentially compromised. On affected developer workstations, the worm harvests credentials from over 100 file paths: AWS keys, SSH private keys, npm tokens, GitHub PATs, HashiCorp Vault tokens, Kubernetes service accounts, Docker configs, shell history, and cryptocurrency wallets. For the first time in a TeamPCP campaign, it... Read more ›
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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... Read more ›
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For the first time since the AI race began, more American businesses are paying for Anthropic's Claude than for OpenAI's ChatGPT. Adoption of Anthropic rose 3.8% in April to 34.4% of businesses, according to the May 2026 release of the Ramp AI Index. OpenAI's adoption fell 2.9% to 32.3%. Overall AI adoption among businesses rose 0.2 percentage points to 50.6%.The crossover — published Tuesday by Ramp, the corporate card and... Read more ›
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Good news, OpenClaw fans — you can once again use your Claude AI subscription to power the hit, open source, autonomous AI agentic harness! But, there's a big catch with how it's being enacted. A few hours ago, Anthropic announced via its official developer communications account on X, @ClaudeDevs, that it is changing its Claude paid subscription tiers, introducing a new subcategory of "Agent SDK" credits for all paid subscribers,... Read more ›
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17.05.2026 16:37
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