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In building LLM applications, enterprises often have to create very long system prompts to adjust the model’s behavior for their applications. These prompts contain company knowledge, preferences, and application-specific instructions. At enterprise scale, these contexts can push inference latency past acceptable thresholds and drive per-query costs up significantly. On-Policy Context Distillation (OPCD), a new training framework proposed by researchers at Microsoft, helps bake the knowledge and preferences
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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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Perplexity Health connects your lab results, prescriptions, and wearable data in one place, giving you health answers that are backed by real medical sources. Read more ›
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Когда говорят про создание сайтов с помощью ИИ, обычно звучат две крайности: либо магия уровня «нажал кнопку — получил готовый продукт», либо скепсис в духе «потом всё равно придется переписывать руками». А что, если проверить?Привет! Меня зовут Кристина. Я работаю специалистом по автоматизации в Учебном центре IT-компании «Тензор». Недавно заказчик попросил меня сделать рабочий сайт максимально быстро. Четкого ТЗ и готового дизайна не было — только общее видение. Знакомая ситуация?... Read more ›
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More than 90% of Indian family businesses are confident about growth. More than half are planning expansion. At the same… Read more ›
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Эпоха 1: Точность на обучении 21.10%, на валидации 94.55% Высокая валидация на первой эпохе — случайное совпадение. Модель ещё не обучилась, но случайная инициализация весов дала хороший результат на маленькой валидационной выборке.Эпоха 2-3: Точность на валидации упала до 0% Модель начала переобучаться на обучающей выборке. Это нормальное явление на ранних этапах обучения.Эпоха 20: Стабилизация на уровне 78.90% (train) и 27.27% (val) Начало сходимости модели. После этой эпохи точность на валидации... Read more ›
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Shares of Australian software maker Atlassian have fallen by more than half as tech group cuts 10% of workforce Read more ›
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Mark Cuban said the push for humanoid robots will fail and that instead robots and spaces will be co-designed. Read more ›
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Я давно уже не писал никаких заметок по-русски. А на эту тему - очень давно. Лет десять наверное точно, а может и больше.Почему решил написать сейчас? Потому что, как я вдруг заметил, практически никто на эту тему уже примерно столько же ничего особо содержательного не писал. Да, продолжались какие-то споры — но всё об одном и том же, по кругу, но все было понятно что все уже давно при своём... Read more ›
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Bart Schaneman and his family had a full life in Colorado — a two-story house, cars, and jobs. In his 40s, they decided to move to South Korea. Read more ›
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"If that $500,000 engineer did not consume at least $250,000 worth of tokens, I am going to be deeply alarmed," says Nvidia CEO Jensen Huang. Read more ›
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Hyundai's robotaxi arm, Motional, paused its commercial launch in 2024 to revamp the underlying technology. Now it's back with an Uber partnership. Read more ›
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In a moment of joyous rebellion, one robot at a Haidilao hotpot restaurant in Silicon Valley just could not stop dancing. Read more ›
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Emergent CEO Mukund Jha tells BI he feeds interview transcripts into ChatGPT to evaluate candidates and improve hiring decisions. Read more ›
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Ng Bee Kia, 80, says age shouldn't stop people from staying active, even if it means sticking to basic exercises. Read more ›
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Imagine you’re at the airport. Cold coffee, forty minutes before boarding, nowhere urgent to be. You’re not really watching the arrivals area. You’re just looking in that direction when two people find each other in the middle of the walkway. She drops her bag. He speeds up. They hold on to each other the way ... Read more Read more ›
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A fashion employee in Dublin shared why she quit a job she loved to travel to China, Indonesia, and Vietnam for four months. Read more ›
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See the Moon phase expected for March 20, 2026 as well as when the next Full Moon is expected. Read more ›
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iSeeCars tracks the sale prices and length of time on the lot for thousands of used cars on the market, and this was the fastest-selling car in February. Read more ›
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VentureBeat
NanoClaw, the open-source AI agent platform created by Gavriel Cohen, is partnering with the containerized development platform Docker to let teams run agents inside Docker Sandboxes, a move aimed at one of the biggest obstacles to enterprise adoption: how to give agents room to act without giving them room to damage the systems around them.The announcement matters because the market for AI agents is shifting from novelty to deployment. It... 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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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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20.03.2026 01:06
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