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As agentic AI workflows multiply the cost and latency of long reasoning chains, a team from the University of Maryland, Lawrence Livermore National Labs, Columbia University and TogetherAI has found a way to bake 3x throughput gains directly into a model's weights.Unlike speculative decoding, which requires a separate drafting model, this approach requires no additional infrastructure — just a single special token added to the model's existing architecture.The limits of next-token predictionNext-token predi
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VentureBeat
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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Kunal Shah, co-CEO of Goldman Sachs International and co-head of FICC, told BI about Europe's tech ecosystem, AI, and the bank's Middle East presence. Read more ›
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Can a network without formal governance coordinate the biggest cryptographic migration in its history? Read more ›
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The LOCUST Laser Weapon System was tested aboard the USS George H.W. Bush and neutralized multiple target drones. Read more ›
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Two Microsoft workers pivoted into AI roles from non-technical fields and said their humanities backgrounds were helpful. Read more ›
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Как превратить десятки неструктурированных описаний участников сообщества в систему поиска Занимаюсь бэкендом лет 7, Go и Python, немного ML» — попробуйте найти среди двухсот таких описаний нужного человека. Руками — часы. Я автоматизировал это через гибрид LLM + детерминированного кода, и отловил все возможные проблемы. Рассказываю про архитектуру, промпты и решения. * На обложке — Архимболдо «Библиотекарь» (1566): из разрозненных книг складывается цельный образ. Как и профиль участника в системе... Read more ›
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Apple CEO Tim Cook led the charge to make iPhones bigger during his tenure, shifting from Steve Jobs' vision and adapting to market demands. Read more ›
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Автор прекрасно понимает, что тема ERP/CRM систем обсасана со всех сторон ещё десятилетие назад. Огромное количество разработчиков и по сей день зарабатывают на внедрении систем на подобии 1C:ERP в предприятия. Однако поспешу обрадовать читателя, сегодня я попытаюсь описать процесс создания своего рода аналога такой системы на довольно необычном для этой сферы стеке и углубиться в тонкости её устройства.Проще говоря, я опишу процесс создания системы управления малым бизнесом на Go, опишу... Read more ›
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As drones reshape modern warfare, Norwegian soldiers are relying on a surprising low-tech method to stay hidden from advanced surveillance. Read more ›
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Fintech major Pine Labs has acquired ecommerce-focused SaaS startup Shopflo in an all-cash deal worth ₹88 Cr (about $9.3 Mn).… Read more ›
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Costs were stacking up for two teachers and single moms in one of America's most expensive cities, so they moved in together. Read more ›
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Just announced, and in the office, meet the Infinix GT 50 Pro, a high-end phone with some clever gaming-centric innovation. You can check out our quick unboxing video here. The Infinix GT 50 Pro comes in Black Abyss, Red Blaze, and Silver Glacier colors, and in either 12/256GB or 12/512GB trim. Prices start from IDR 6,499,000 ($376/€330 converted), and sales begin tomorrow. Let's unbox it. The phone comes with a... Read more ›
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Stuck between a Galaxy S26 or Pixel 10? This week's record-low prices at Amazon and other retailers won't make your decision easier. Read more ›
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Ace can read the trajectory of a ball, adjust the racket angle, and respond with strokes that keep the exchange alive with real players. Read more ›
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OpenAI выпустила GPT-5.5 с кодовым именем «Spud» — первую с нуля переобученную базовую модель со времён GPT-4.5. Разбираем факты. Читать далее Read more ›
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Longevity doctors say DIY peptide injections are rising, and they're seeing cases of allergic reactions, hormone disturbances, and other health risks. Read more ›
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Andrew Yang says a basic income policy will be "necessary" to address the impact of AI on the workforce. Read more ›
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VentureBeat
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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25.04.2026 06:18
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