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When your average daily token usage is 8 billion a day, you have a massive scale problem.
This was the case at AT&T, and chief data officer Andy Markus and his team recognized that it simply wasn’t feasible (or economical) to push everything through large reasoning models.
So, when building out an internal Ask AT&T personal assistant, they reconstructed the orchestration layer. The result: A multi-agent stack built on LangChain where large language model “super agents” direct smaller, underlying “worker
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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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A possible Steam controller release date has appeared online, indicating the much-anticipated hardware release from Valve may be about to hit the market. Read more Read more ›
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Cambridge-based medtech PlaqueTec has raised $5m (£3.7m) in an oversubscribed financing round funded by the company’s existing investor base. PlaqueTec is pursuing a better understanding of the biological mechanisms of atherosclerotic cardiovascular disease (CVD) to advance the development of precision medicine. Atherosclerotic disease causes plaque build-up that narrows or blocks the arteries that supply blood ... Read more ›
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The AI boom needs nearly 200,000 fiber techs. Companies like Meta launched training programs to fill this gap in data center development. Read more ›
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Amazon tracks engineers' AI use in detail, tying adoption and habits to productivity goals while navigating internal resistance. Read more ›
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For law firms, the challenge is no longer just finding useful AI tools. It's stopping the deluge of sales pitches and trials from wasting resources. Read more ›
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Если ваше устройство думает, что 1 ГБ — это ругательное слово, то этот доклад в двух частях для вас.Меня зовут Александр Лошкарев, я инженер-программист в компании Eltex. Этот материал основан на моем докладе для AiConf и посвящен федеративному обучению (FL). Мы разберем, как внедрять ML-модели на краевых устройствах, которые жестко ограничены в ресурсах и имеют меньше 256 МБ оперативной памяти. Читать далее Read more ›
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Kids and teens in Australia self-report that they're easily bypassing their country's social media restrictions. Read more ›
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15 апреля 2026 года Pragmata, новый sci-fi экшен от Capcom, появилась на пиратских ресурсах. Игра официально вышла 17 апреля. Платящие клиенты ждали разблокировки в Steam, а пираты уже бегали по лунной станции. Денуво, который должен был защитить хотя бы первые недели — самые продажные дни, ради которых эту защиту и покупают — пробит через hypervisor bypass от команды DenuvOwO. И это не аномалия: с декабря 2025-го Denuvo проигрывает каждую неделю.... Read more ›
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Threat intelligence company QuoIntelligence today announced the close of a €7.3 million Series A financing round. QuoIntelligence is building the Unified Risk Intelligence standard for European mid-m... Read more ›
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MediaTek has expanded its mid-range portfolio with the quiet introduction of two new 5G-enabled chipsets: the Dimensity 7450 and Dimensity 7450X. These processors are designed to bring high-end features, including 200 MP camera support and advanced artificial intelligence, to more accessible smartphone segments. Both chipsets utilize an octa-core “big.LITTLE” configuration. The cluster consists of four Cortex-A78 performance cores clocked at up to 2.6GHz and four Cortex-A55 efficiency cores. Graphics are... Read more ›
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After three long years of rumours, reports, leaks, a couple of official teases, we finally have confirmation that Ubisoft's Assassin's Creed Black Flag remake is real, under the guise of Assassin's Creed Black Flag Resynced. But it seems Resynced isn't the only Assassin's Creed remake title in development, at least if you believe the chatter from a couple of reliable leakers. Read more Read more ›
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Привет, Хабр! Меня зовут Данил Зарипов, я занимаюсь продуктовой экспертизой в Positive Technologies. Эту статью мне помог подготовить мой коллега Кирилл Маслов — наш эксперт по направлению Asset Management. Мы решили не искать лёгких путей и выбрали тему, которая большинству из вас хорошо знакома. Казалось бы, что нового можно сказать про домены, пусть и с точки зрения безопасности? Для атакующего захват домена — это фактически победа. Получив контроль над контроллером... Read more ›
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While OnePlus remains silent on official pricing, unofficial listings on AliExpress are already shipping to eager customers. Read more ›
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Прошлая статья про полный разбор схемотехники современного кнопочного телефона вам понравилась. Однако в опросе и комментариях я встречал альтернативное мнение: мол обзор современного устройства, где все компоненты уже включены в SoC - не особо интересен из-за слишком высокого уровня интеграции. Читатели очень хотели узнать о том, что "под капотом" у первых GSM-телефонов, и не раздумывая я начал искать документацию и готовить статью в поистине уникальной рубрике...Сегодня на примере легендарной раскладушки. 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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27.04.2026 05:11
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