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Jensen Huang walked onto the GTC stage Monday wearing his trademark leather jacket and carrying, as it turned out, the blueprints for a new kind of industry dominance.The Nvidia CEO unveiled the Agent Toolkit, an open-source platform for building autonomous AI agents, and then rattled off the names of the companies that will use it: Adobe, Salesforce, SAP, ServiceNow, Siemens, CrowdStrike, Atlassian, Cadence, Synopsys, IQVIA, Palantir, Box, Cohesity, Dassault Systèmes, Red Hat, Cisco and Amdocs. Seventeen e
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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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Crypto markets weaken amid rising Japan inflation, Iran war oil disruptions, and expectations of a hawkish Bank of Japan. Read more ›
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Even though she didn't believe it at first, repeating it eventually helped her internalize it, Barbara Corcoran said. Read more ›
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The state's complaint highlights language used by prediction market platforms as language for gambling, not investing. Read more ›
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Need to know how to take a screenshot on a Chromebook? I promise it's easier than it seems, and we'll even share a few convenient tools you can use. Read more ›
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Теги: Инфраструктура, LLM, Python, Прокси-серверы, ОптимизацияКогда GPU-кластер с vLLM задыхается от пиковых нагрузок, классический Rate Limiting и блокировка пользователей — это худший UX из возможных. А что если не отбрасывать запросы, а заставить саму языковую модель «сжать» свои промпты и стать предельно лаконичной, выдавая только самую суть? В этой статье мы разбираем архитектуру LazyGate — open-source шлюза, который в фоновом режиме читает метрики видеокарты и с помощью системных промптов динамически. Read more ›
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Android 17 Beta 4 introduces user-facing changes that could prove to be most useful with a mouse connected. Read more ›
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Visa opens applications for Cohort 6 of its Africa Fintech Accelerator, which has supported 100+ startups now valued at $1.4bn. Read more ›
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Some analysts and aviation experts are concerned about the market risks posed by government intervention and whether Spirit is fundamentally viable. Read more ›
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For three years, Trisha Soo has juggled her teaching job with an art side hustle. Long days, work-filled weekends, and failed products are her norm. Read more ›
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Here's our guide on how to watch Half Man online for free from anywhere in the world. Read more ›
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The surprisingly sophisticated shipbuilding and repair techniques supported ancient navies across the Adriatic Sea. Read more ›
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See the Moon phase expected for April 24, 2026 as well as when the next Full Moon is expected. Read more ›
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If you want to build and customize your own workbench or project space, Ryobi has a Framework Kit that you can pick up to help you along the way. Read more ›
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People who look impervious to criticism often aren't resilient — they've just internalised a harsher critic than anyone outside could ever be. A look at what psychologists call introjection, and why the audience that moved inside never takes a day off. Read more ›
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VentureBeat
For the past year, early adopters of autonomous AI agents have been forced to play a murky game of chance: keep the agent in a useless sandbox or give it the keys to the kingdom and hope it doesn't hallucinate a catastrophic "delete all" command.To unlock the true utility of an agent—scheduling meetings, triaging emails, or managing cloud infrastructure—users have had to grant these models raw API keys and broad... Read more ›
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Anthropic today launched Claude Design, a new product from its Anthropic Labs division that allows users to create polished visual work — designs, interactive prototypes, slide decks, one-pagers, and marketing collateral — through conversational prompts and fine-grained editing controls. The release, available immediately in research preview to all paid Claude subscribers, is the company's most aggressive expansion beyond its core language model business and into the application layer that has... Read more ›
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A rogue AI agent at Meta passed every identity check and still exposed sensitive data to unauthorized employees in March. Two weeks later, Mercor, a $10 billion AI startup, confirmed a supply-chain breach through LiteLLM. Both are traced to the same structural gap. Monitoring without enforcement, enforcement without isolation. A VentureBeat three-wave survey of 108 qualified enterprises found that the gap is not an edge case. It is the most... Read more ›
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The standard guidelines for building large language models (LLMs) optimize only for training costs and ignore inference costs. This poses a challenge for real-world applications that use inference-time scaling techniques to increase the accuracy of model responses, such as drawing multiple reasoning samples from a model at deployment.To bridge this gap, researchers at University of Wisconsin-Madison and Stanford University have introduced Train-to-Test (T2) scaling laws, a framework that jointly optimizes... 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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24.04.2026 01:14
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