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LinkedIn's feed reaches more than 1.3 billion members — and the architecture behind it hadn't kept pace. The system had accumulated five separate retrieval pipelines, each with its own infrastructure and optimization logic, serving different slices of what users might want to see. Engineers at the company spent the last year tearing that apart and replacing it with a single LLM-based system. The result, LinkedIn says, is a feed that understands professional context more precisely and costs less to run at sc
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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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They're the ones who sat alone at 2 AM with their demons, rebuilt themselves piece by piece with no witnesses, and emerged stronger without ever posting about their "journey." Read more ›
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Business Insider asked tech founders about the "tokenmaxxing" trend. Some are spending big and introducing minimum AI token quotas for engineers. Read more ›
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Part of the new PS 2026 collection, it's taken the Swedish company 26 years to finally nail inflatable furniture. Read more ›
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The conclusion of DESI's first survey marks an important milestone for cosmology, which finds itself in a bind for the best reasons. Read more ›
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I used the Oppo Find X9 Ultra for a month as my primary phone, taking over 2,000 photos and videos. Here are my favorites Read more ›
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Привет, Хабр! Пока мир обсуждает новые версии нейросетей, в тихой гавани системных утилит произошло не менее важное для многих из нас событие: вышла Ubuntu 26.04, в которой по умолчанию идёт новая версия far2l: 2.8.0. Читать далее Read more ›
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Статья предназначена для начинающих разработчиков, планирующих применять платы Ардуино для измерения аналоговых сигналов.Можно почитать предыдущие статьи Введение в балансировку роторов и Практическое применение преобразования Фурье для анализа сигналов. Введение для начинающих Читать далее Read more ›
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Elon Musk's lawsuit against Sam Altman asks jurors to dig into grievances that stretch back to OpenAI's founding. Read more ›
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Harbor Freight always has the hookups when it comes to affordable, high quality tools. How do some of Walmart's most recent tools fare against them? Read more ›
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After watching AI eliminate half my company's graphics department, I never imagined I'd be clearing out my own desk six months later—not because a bot could write better than me, but because of something far more insidious happening in offices everywhere. Read more ›
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Представьте: production, 3 часа ночи, пользователи жалуются на ошибки. Вы открываете логи и видите... Читать далее Read more ›
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The TriFold was Samsung's most ambitious phone in years, and its most compromised. Its successor cannot afford to repeat the same mistakes. Read more ›
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Ductless AC systems get smart tech features—and the growing pains that come with them. Read more ›
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There's a lot of emphasis on what AI means for the job market. Aging Americans are already having a larger effect. Read more ›
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One seller says avoiding Amazon fees is like navigating a fast car down a narrow lane. "There is almost no room for error." Read more ›
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Daniel Mondragon works for a ride-hailing cooperative in Colorado. The driver-owned service helps him make money as he starts his own nonprofit. Read more ›
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Adversaries injected malicious prompts into legitimate AI tools at more than 90 organizations in 2025, stealing credentials and cryptocurrency. Every one of those compromised tools could read data, and none of them could rewrite a firewall rule.The autonomous SOC agents shipping now can. That escalation, from compromised tools that read data to autonomous agents that rewrite infrastructure, has not been exploited in production at scale yet. But the architectural conditions... Read more ›
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Looking at enterprise AI adoption, VentureBeat has anecdotally observed a fairly wide divergence when it comes to specific roles: For those who build—engineers and developers—the arrival of AI has been transformative, moving through the workflow with the speed of tools like Claude Code and Cursor to automate the heavy lifting of syntax and architecture. Yet, for those who sell, the "revenue stack" has remained a fragmented collection of data silos,... Read more ›
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A security researcher, working with colleagues at Johns Hopkins University, opened a GitHub pull request, typed a malicious instruction into the PR title, and watched Anthropic’s Claude Code Security Review action post its own API key as a comment. The same prompt injection worked on Google’s Gemini CLI Action and GitHub’s Copilot Agent (Microsoft). No external infrastructure required.Aonan Guan, the researcher who discovered the vulnerability, alongside Johns Hopkins colleagues Zhengyu... Read more ›
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Most orchestration frameworks were built for agents that run for seconds or minutes. Now that agents are running for hours — and in some cases days — those frameworks are starting to crack.Several model providers, such as Anthropic with Claude Code and OpenAI with Codex, introduced early support for long-horizon agents through multi-session tasks, subagents and background execution. However, these systems sometimes assume agents are still operating within bounded-time workflows... Read more ›
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It's been only a few months since OpenAI released its last big improvement to AI image generations in ChatGPT and through its application programming interface (API) — namely, a new image generation model known as GPT-Image-1.5, released in December 2025, which brought about improved instruction following, colors, and lighting.Now, after weeks of testing, the company that kicked off the generative AI boom is unveiling a far more dramatic and even... Read more ›
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Decision makers at 72% of organizations claim to have two or more AI platforms that they identify as their "primary" layer, according to a survey of 40 enterprise companies conducted by VentureBeat last month, revealing real gaps in security and control. For enterprise management and technical leaders, and especially security leaders, these multiple AI platforms extend the attack surfaces of most enterprises at a time when AI-driven attacks have become... Read more ›
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One employee at Vercel adopted an AI tool. One employee at that AI vendor got hit with an infostealer. That combination created a walk-in path to Vercel’s production environments through an OAuth grant that nobody had reviewed.Vercel, the cloud platform behind Next.js and its millions of weekly npm downloads, confirmed on Sunday that attackers gained unauthorized access to internal systems. Mandiant was brought in. Law enforcement was notified. Investigations remain... Read more ›
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Google on Monday unveiled the most significant upgrade to its autonomous research agent capabilities since the product's debut, launching two new agents — Deep Research and Deep Research Max — that for the first time allow developers to fuse open web data with proprietary enterprise information through a single API call, produce native charts and infographics inside research reports, and connect to arbitrary third-party data sources through the Model Context... Read more ›
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Enterprise data stacks were built for humans running scheduled queries. As AI agents increasingly act autonomously on behalf of businesses around the clock, that architecture is breaking down — and vendors are racing to rebuild it. Google's answer, announced at Cloud Next on Wednesday, is the Agentic Data Cloud.The architecture has three pillars:Knowledge Catalog. Automates semantic metadata curation, inferring business logic from query logs without manual data steward interventionCross-cloud lakehouse.... Read more ›
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Cirrascale Cloud Services today announced it has expanded its partnership with Google Cloud to deliver the Gemini model on-premises through Google Distributed Cloud, making it the first neocloud provider to offer Google's most advanced AI model as a fully private, disconnected appliance. The announcement, timed to coincide with Google Cloud Next 2026 in Las Vegas, addresses a stubborn problem that has plagued regulated industries since the generative AI boom began:... Read more ›
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26.04.2026 06:10
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