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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 running the other way.Q
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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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Walter team will join Swedish giant to rebuild company's core technology into Legora's platform. Read more ›
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Tinder is introducing IRL events and virtual speed dating features as part of a broader effort to bring people back to the platform and combat dating-app burnout. Read more ›
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Investors’ fears that AI could dampen spending on traditional business applications have wreaked havoc on the shares of companies like Salesforce, ServiceNow and Workday. But Oracle executives this week cited how businesses can use Oracle’s AI tools as evidence that Oracle is immune to the so-called Saaspocalpyse. On an earnings call earlier this week, executive chair and CTO Larry Ellison said hospitals can add AI agents to their Oracle applications... Read more ›
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The newly verified X account for Iran's supreme leader could be putting the company on the wrong side of US sanctions, according to a watchdog group. The Tech Transparency Project, which last month published a report on X granting premium perks to sanctioned officials in Iran, now says that the verified account for the country's new leader raises fresh questions about the issue. The TTP notes that the X account... Read more ›
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Dell Pro Essential laptops, desktops, and mobile workstations combine performance, durability, and remote management to support SMB hybrid productivity and scalability. Read more ›
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You can download Chrome for Linux, and you can download Chrome for Arm devices - but if you've got a computer running Linux on Arm, not so much! Now, Google says it's finally bringing Chrome to ARM64 Linux machines in Q2 2026, following Chrome for Arm Macs in 2020 and Chrome for Windows on Arm […] Read more ›
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10 лет читал Хабр, но после нескольких публикаций — заметил то, чего не замечал будучи читателем. Про манипуляции авторитетом, конформизм первого лайка и про то как писать статьи (кратко, по делу). Читать далее Read more ›
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'The Legend of Aang: The Last Airbender' comes to Paramount+ this fall, but you can get a peek at its characters thanks to... a T-shirt? Read more ›
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Adobe's long-time CEO has shared that he plans to step down. Shantanu Narayen has been the chief exec at the tech company for 18 years, a tenure where he led Adobe in the major shift to become a software-as-a-service provider. The exact timeline for his exit is still up in the air, as Narayen will depart when the board of directors names his successor. He will remain on the board... Read more ›
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Как добавить аудио-модальность в LLMку максимально экономно? Рассказываю про серию попыток добиться совместимости эмбеддингов разной природы Погрузиться Read more ›
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Back in November, Google first brought Gemini into Maps, and today it's expanding the AI capabilities inside Maps with Ask Maps. Like the name implies, this lets you ask anything about any place in Google Maps, and Gemini will reply inside a "conversational experience". Google says Gemini can answer "complex, real-world questions a map could never answer before". You can literally ask for anything - a place to charge your... Read more ›
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Samsung’s new Sokatoa tool could be the performance hack your mobile games need. Read more ›
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Почему большинство CRM не работают в автосервисах "Гараж", ?Потому что их проектируют 30-летние разработчики, а используют 45-летние мастера, в мазуте и информация о пк заканчивается на Скайпе.Когда я взял в аренду автосервис, оказалось, что: весь учёт ведётся в блокноте и это норма у 80% автосервисов, сложные CRM никто не хочет открывать, интерфейс должен быть быстрее бумагиЭто история о демографии отрасли, UX для мастеров и попытке сделать CRM, которой реально будут... Read more ›
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Многопоточность — одна из самых сложных тем в Java. По сути это ситуация, когда несколько потоков работают с общими данными и в процессе работы легко столкнуться с состоянием гонки (race condition), потерей обновлений или даже повреждением структуры данных. Чтобы этого избежать, доступ к критической секции кода нужно ограничить: одновременно там должен находиться только один поток.В Java есть два основных механизма для решения этой задачи: встроенное ключевое слово synchronized и явные... Read more ›
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Eli Lilly has issued a new warning against buying compounded versions of its drug tirzepatide, claiming to have found potentially dangerous impurities. Read more ›
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PayPay shares rose nearly 20% in the Japanese mobile payment app’s debut in the U.S. stock market Thursday, before closing with a 13% gain and market cap of TK. The company raised almost $880 million in the IPO, including shares sold by investor SoftBank, making it the biggest listing ever ... Read more ›
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VentureBeat
What's old is new: the command line — the original, clunky non-graphical interface for interacting with and controlling PCs, where the user just typed in raw commands in code — has become one of the most important interfaces in agentic AI.That shift has been driven in part by the rise of coding-native tools such as Claude Code and Kilo CLI, which have helped establish a model where AI agents do... Read more ›
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Google senior AI product manager Shubham Saboo has turned one of the thorniest problems in agent design into an open-source engineering exercise: persistent memory.This week, he published an open-source “Always On Memory Agent” on the official Google Cloud Platform Github page under a permissive MIT License, allowing for commercial usage.It was built with Google's Agent Development Kit, or ADK introduced last Spring in 2025, and Gemini 3.1 Flash-Lite, a low-cost... Read more ›
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Enterprise AI applications that handle large documents or long-horizon tasks face a severe memory bottleneck. As the context grows longer, so does the KV cache, the area where the model’s working memory is stored.A new technique developed by researchers at MIT addresses this challenge with a fast compression method for the KV cache. The technique, called Attention Matching, manages to compact the context by up to 50x with very little... Read more ›
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As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison Chase in a new VentureBeat Beyond the Pilot podcast episode. Whereas traditional AI harnesses have tended to constrain models from running in loops and calling tools, harnesses specifically built for AI agents allow them to interact more independently and effectively perform... Read more ›
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San Francisco startup Anthropic continues to ship new AI products and services at a blistering pace, despite a messy ongoing dispute with the U.S. Department of War.Today, the company announced Claude Marketplace, a new offering that lets enterprises with an existing Anthropic spend commitment apply part of it toward tools and applications powered by Anthropic's Claude models but made and offered by external partners including GitLab, Harvey, Lovable, Replit, Rogo... Read more ›
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“When you get a demo and something works 90% of the time, that’s just the first nine.” — Andrej KarpathyThe “March of Nines” frames a common production reality: You can reach the first 90% reliability with a strong demo, and each additional nine often requires comparable engineering effort. For enterprise teams, the distance between “usually works” and “operates like dependable software” determines adoption.The compounding math behind the March of Nines“Every... Read more ›
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As models get smarter and more capable, the "harnesses" around them must also evolve. This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison Chase in a new VentureBeat Beyond the Pilot podcast episode. Whereas traditional AI harnesses have tended to constrain models from running in loops and calling tools, harnesses specifically built for AI agents allow them to interact more independently and effectively perform... Read more ›
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With agentic AI, businesses are conducting business more dynamically. Instead of traditional pre-programmed bots and static rules, agents can now “think” and invent alternate paths when unseen conditions arise. For instance, using a business domain ontology like FIBO (financial industry business ontology) can help keep agents within guardrails and avoid unwanted behavior. The bottleneck is now in the user experience (UX) layer. While agents are dynamic and transform with the... Read more ›
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Presented by Celonis85% of enterprises want to become agentic within three years — yet 76% admit their operations can’t support it. According to the Celonis 2026 Process Optimization Report, based on a survey of more than 1,600 global business leaders, organizations are aggressively pursuing AI-driven transformation. Yet most acknowledge that the foundational work — modernizing workflows, reducing process friction, and building operational resilience — remains unfinished. The ambition is clear.... Read more ›
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It’s always the same story: A new technology appears and everyone starts talking about how it’ll change everything. Then capital rushes in, companies form overnight, and valuations climb faster than anyone can justify. Then, many many months later, the warnings arrive, and people suddenly remember the dot-com crash or crypto.You’ve probably seen it before. And if you have, you probably think AI is the next bubble. Humans are great at... Read more ›
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12.03.2026 18:09
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