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Researchers at Mila have proposed a new technique that makes large language models (LLMs) vastly more efficient when performing complex reasoning. Called Markovian Thinking, the approach allows LLMs to engage in lengthy reasoning without incurring the prohibitive computational costs that currently limit such tasks.The team’s implementation, an environment named Delethink, structures the reasoning chain into fixed-size chunks, breaking the scaling problem that plagues very long LLM responses. Initial estimat
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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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В школах начались каникулы, количество статей и обзоров решений по обходу блокировок и эксплуатации белых списков увеличилось вдвое. А мне уже надоели обсуждения механизмов обхода блокировок и шум в чатах и группах про блокировки, баны, переборы IP, белые списки и т.д. - и я решил обсудить не "как сделать чтобы", а "почему то о чем говорят не сработает".А есть и еще один вопрос - предположим, вы администратор какого-либо сервиса, внесенного... Read more ›
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The developer behind the open-world RPG Crimson Desert has issued an official apology after players discovered several instances of AI-generated art in the game. Pearl Abyss posted on X that it released the game with some 2D visual props that were made with "experimental AI generative tools" and forgot to replace them before launch. We would like to address questions regarding the use of AI in Crimson Desert.During development, some... Read more ›
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System76’s Thelio Mira Linux desktop offers Ryzen 9000 CPUs, up to 192GB DDR5, and supports Nvidia RTX 5090 GPUs. Read more ›
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Сегодня в ходе разговора с товарищем затронули тему о том, что нафига этот ваш ИТ вообще нужен. Решили поставить эксперимент: товарищ предлагает любую задачу, а я рассказываю нужны ли ИТ. Читать далее Read more ›
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Весь современный веб спроектирован для одного типа клиента — человека с браузером. Но когда клиентом становится AI-агент, оказывается, что большинство привычных решений работают неправильно или не работают вообще. В этой статье — разбор архитектурных проблем, которые возникают при проектировании инфраструктуры для Agent-to-Agent (A2A) взаимодействия: адресация, маршрутизация, доверие и поиск. Читать далее Read more ›
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Nintendo is set to launch a new Switch 2 model in Europe that will allow owners to replace the battery. Read more Read more ›
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Apple’s long obsession with colorful computers started in 1979 and still shapes its Macs today. Read more ›
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Астрономы создали одну из самых точных и всеобъемлющих космических карт, когда-либо составленных, раскрывшую блестящее «море света», которое пронизывало раннюю Вселенную.В отличие от других карт Вселенной, это трёхмерное изображение составлено из света, излучаемого одним-единственным элементом: водородом, самым простым и распространённым элементом во Вселенной. Он излучает большие количества света определённой длины волны, когда возбуждается энергией близлежащих звёзд.Измерив этот свет на обширном участке н Read more ›
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Amid mounting disruptions, President Donald Trump on Saturday said he would send ICE agents to replace TSA officers at airports nationwide. Read more ›
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Homescreen Heroes: P Water is a simple way to track hydration without counting ounces Read more ›
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Joint SEC-CFTC interpretive guidance outlines how the agencies will determine whether a cryptocurrency is a security. Read more ›
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It was 60 years ago when William Shatner — born in 1931 — portrayed Captain Kirk in the TV series Star Trek. Shatner turns 95 today — and celebrated by posting a picture of himself smoking a cigar. "At 95, I'm still smokin'!" Shatner joked, adding that in life he'd learned two things. "Never waste a good cigar. Never trust anyone who says you should 'act your age.'" For more... Read more ›
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The Harley-Davidson Milwaukee-Eight was designed as a successor to the company's V-twin bike engines, and it features unique engineering like four spark plugs. Read more ›
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Три VPS, MCP SSH, сессии по 10-15 часов. Каждый раз одно и то же: сколько контекста съедено? Пора /compact? Какой сервер под нагрузкой? Ни один из существующих statusline это не показывал. Собрал свой — за одну сессию в claude.ai.Вот как это выглядит в реальной рабочей сессии: Читать далее Read more ›
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![[Перевод] Как китайские ИИ-модели обогнали американские по реальному потреблению](https://times42.com/media/7/3/9/12161739_640x200.jpg "[Перевод] Как китайские ИИ-модели обогнали американские по реальному потреблению")
Призрачная модель под названием Hunter Alpha только что покорила мир ИИ.Никто не знает, кто её создал.Данные OpenRouter подтверждают сдвиг: китайские модели на прошлой неделе выдали 4,69 триллиона токенов. Американские — 3,29 триллиона. Вторую неделю подряд.Дочитайте до конца — и вы поймёте, почему эра агентов перевернула доску, и получите чек-лист, чтобы не строить на устаревшем стеке.Если вы выкатываете ИИ-фичи в продакшен, эти данные меняют вашу дорожную карту. Читать далее Read more ›
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Reviews of Crimson Desert have been mixed, but the bigger issue for the game has been the discovery of what appeared to be AI-generated assets in the final release. Now the developer has acknowledged that AI art was indeed used during the game's creation, but says that it was intended to be replaced before release. […] Read more ›
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Two Pearl Abyss developers have claimed Crimson Desert was developed in a troubled environment, characterised by an inverted management hierarchy and leaders who "don't acknowledge anyone who doesn't share their exact mindset". Read more Read more ›
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VentureBeat
Recent reports about AI project failure rates have raised uncomfortable questions for organizations investing heavily in AI. Much of the discussion has focused on technical factors like model accuracy and data quality, but after watching dozens of AI initiatives launch, I’ve noticed that the biggest opportunities for improvement are often cultural, not technical.Internal projects that struggle tend to share common issues. For example, engineering teams build models that product managers... Read more ›
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Recent reports about AI project failure rates have raised uncomfortable questions for organizations investing heavily in AI. Much of the discussion has focused on technical factors like model accuracy and data quality, but after watching dozens of AI initiatives launch, I’ve noticed that the biggest opportunities for improvement are often cultural, not technical.Internal projects that struggle tend to share common issues. For example, engineering teams build models that product managers... Read more ›
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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... Read more ›
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Presented by AudioEyeWhile most organizations recognize the importance of accessibility from a theoretical angle, a stark gap exists between that awareness and actual execution. Companies can't just give a nod to accessibility -- and it can't just be a nice-to-have. The chasm between knowing and doing is not only exposing businesses to significant legal risk, it's also costing them actual business and growth opportunities. According to AudioEye’s newly released 2026... Read more ›
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For more than two decades, digital businesses have relied on a simple assumption: When someone interacts with a website, that activity reflects a human making a conscious choice. Clicks are treated as signals of interest. Time on page is assumed to indicate engagement. Movement through a funnel is interpreted as intent. Entire growth strategies, marketing budgets, and product decisions have been built on this premise.Today, that assumption is quietly beginning... Read more ›
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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... Read more ›
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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 monopoly.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... Read more ›
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An attacker embeds a single instruction inside a forwarded email. An OpenClaw agent summarizes that email as part of a normal task. The hidden instruction tells the agent to forward credentials to an external endpoint. The agent complies — through a sanctioned API call, using its own OAuth tokens. The firewall logs HTTP 200. EDR records a normal process. No signature fires. Nothing went wrong by any definition your security... Read more ›
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Chinese AI startup Z.ai, known for its powerful, open source GLM family of large language models (LLMs), has introduced GLM-5-Turbo, a new, proprietary variant of its open source GLM-5 model aimed at agent-driven workflows, with the company positioning it as a faster model tuned for OpenClaw-style tasks such as tool use, long-chain execution and persistent automation. It's available now through Z.ai's application programming interface (API) on third-party provider OpenRouter with... Read more ›
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Nvidia on Monday took the wraps off Vera Rubin, a sweeping new computing platform built from seven chips now in full production — and backed by an extraordinary lineup of customers that includes Anthropic, OpenAI, Meta and Mistral AI, along with every major cloud provider.The message to the AI industry, and to investors, was unmistakable: Nvidia is not slowing down. The Vera Rubin platform claims up to 10x more inference... Read more ›
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22.03.2026 14:57
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