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Perplexity, the AI-powered search company valued at $20 billion, on Wednesday launched what it calls the most ambitious product in its three-year history: a multi-model agent orchestration platform called Computer that coordinates 19 different AI models to complete complex, long-running workflows entirely in the background.The product, currently available only to Perplexity Max subscribers at $200 per month, is the company's clearest articulation yet of a thesis it has been refining for more than a year: th
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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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The person who always plans, always organizes, and always knows where everything is didn't develop a personality trait — they were assigned a role in childhood that never got formally ended, and they've been performing it ever since. Read more ›
0 newcommer
Amsterdam-based Reson8, a speechtechnology company developing hyper-customised automatic speech recognition(ASR), has raised €5 million in a pre-seed round led by Balderton Capital, withparticipation ... Read more ›
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When FinSight Ventures’ lead India investments, Pavel Gurianov, relocated to Bengaluru from Russia in 2014 ,his mission was clear: to… Read more ›
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Выложил Blackhole — Python ASGI mock server для тестирования black-box сканеров, обучения и воспроизводимых бенчмарков.Пока вайбили с Уроборосом родился релиз в другом жанре, о нем ниже. Он offtopic но да простит меня Хабр великий и могучий, не смог удержаться. Читать далее Read more ›
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Привет, Хабр.Несколько месяцев назад я вышел ближе к ночи в магазин и, проходя мимо стойки с яблоками, придумал рабочую мысль, которую, как обычно, скинул себе в Telegram. Дома меня ждал знакомый ритуал: включить ноут, открыть Telegram, скопировать текст, открыть Obsidian, найти нужную заметку с идеями и только после этого вставить мысль туда, где она и должна была оказаться изначально.Меня в тот момент зацепили не сами действия, а их архитектурная странность.... Read more ›
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В посте рассмотрим модель эффективной команды под названием "Учпочмак". У него есть три вершины: достижение целей, мотивированная команда, метрики, обеспечивающие предсказуемость.Обсудим, как диагностировать проблемы на каждой вершине "треугольника", какие таргеты поставить, а также почему несогласованность целей на масштабе нескольких команд - это главная проблема, с которой нужно бороться. Читать полностью Read more ›
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Ringtime, a Ghent-based startup offering a voice-native AI solution that turns calls and messages into meaningful conversations, has raised €1.8 million in a Seed round to expand its product team, boost marketing, and develop new blue-collar recruitment features. The round was led by Volta Ventures, with participation from Syndicate One, JK Invest, New School VC, ... Read more ›
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Growing up in a frugal household can feel like deprivation — but the restraint, planning, and resource awareness many children mistake for poverty often turn out to be a sophisticated form of intelligence that takes decades to recognise. Read more ›
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До этого мы говорили о том, где лучше не экспериментировать. Но интерфейсы все же меняются — и иногда довольно радикально. Это подтверждается современными UX-трендами и анализом развития интерфейсных решений.Это происходит не из-за желания обновить визуал, а из-за изменений в сценариях работы: растет объем данных, усложняются процессы, увеличивается частота операций, появляются новые устройства. В таких условиях старые решения начинают замедлять работу. Сейчас мы начнем рассматривать именно эти случаи — ког Read more ›
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Save 30% or 10% with Samsung coupon codes, up to $1,000 on appliances, plus limited-time deals on the Galaxy Z Fold7, Flip7, and S25. Read more ›
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It’s expanding the scope of research but challenging the profession’s process of weeding out mistakes Read more ›
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Japanese manufacturer joins companies rushing to insulate themselves from geopolitical risk Read more ›
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A new generation of gambling games can change the way we think about the structures governing our world Read more ›
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FT AI correspondent Melissa Heikkilä steps inside the world of deepfakes Read more ›
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Save at Best Buy with 10% back in rewards for new cardmembers, free 2-day shipping with My Best Buy Plus, daily deals, price match guarantee, and more. Read more ›
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Get 10% off with verified Dell promo code, plus today’s coupons for up to $600 off laptops, Alienware monitors, and all things tech. Read more ›
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VentureBeat
Every GPU cluster has dead time. Training jobs finish, workloads shift and hardware sits dark while power and cooling costs keep running. For neocloud operators, those empty cycles are lost margin.The obvious workaround is spot GPU markets — renting spare capacity to whoever needs it. But spot instances mean the cloud vendor is still the one doing the renting, and engineers buying that capacity are still paying for raw compute... Read more ›
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What's the role of vector databases in the agentic AI world? That's a question that organizations have been coming to terms with in recent months. The narrative had real momentum. As large language models scaled to million-token context windows, a credible argument circulated among enterprise architects: purpose-built vector search was a stopgap, not infrastructure. Agentic memory would absorb the retrieval problem. Vector databases were a RAG-era artifact.The production evidence is... Read more ›
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The software engineering world is currently wrestling with a fundamental paradox of the AI era: as models become more capable, the "systems problem" of managing them has become the primary bottleneck to real-world productivity. While a developer might have access to the raw intelligence of a frontier model, that intelligence often degrades the moment a task requires a long horizon or a deep context window. But help appears to be... Read more ›
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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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19.03.2026 01:42
Last update: 01:35 EDT.
News rating updated: 07:31.
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