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The security industry has spent the last year talking about models, copilots, and agents, but a quieter shift is happening one layer below all of that: Vendors are lining up around a shared way to describe security data. The Open Cybersecurity Schema Framework (OCSF), is emerging as one of the strongest candidates for that job.It gives vendors, enterprises, and practitioners a common way to represent security events, findings, objects, and context. That means less time rewriting field names and custom parse
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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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Subnautica 2 is off to a roaring start, and developer Unknown Worlds recently celebrated the fact that 4m players have now dipped their toes into the waters of the ocean planet Proteus. That's a lot of early access feedback to comb through, but the studio says it's been doing just that and has now shared more detail on the changes and major additions it's planning to implement next. Read more Read more ›
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On a 2025 overnight Amtrak train ride from Denver to Salt Lake City, I regretted arriving at the dining car early and leaving snacks at home. Read more ›
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Amazon's gaming strategy has never really been clear. It's been very active in the space: acquiring Twitch, launching its Luna cloud gaming service nearly six years ago, investing heavily in MMOs during the peak of live-service wave, and having access to a huge slate of franchises through Prime Video and the MGM Studios library. Late […] Read more ›
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Showrunner Adi Shankar teases the road leading to the final season of 'Devil May Cry' as a "movie trilogy disguised as television series." Read more ›
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schwit1 shares a report from NJ.com: Samsung is pulling up stakes in New Jersey and heading to Texas, a move that could leave roughly 1,000 Garden State workers facing a stark choice: relocate or risk losing their jobs. The South Korean tech giant confirmed this week that it will move its US headquarters from Englewood Cliffs, NJ, to its existing campus in Plano, Texas, marking a stunning reversal less than... Read more ›
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In her new book, "View from the East Wing," Jill Biden details her "few interactions" with Melania Trump, including an awkward inauguration car ride. Read more ›
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In May 2025, Newark Mayor Ras Baraka, a Democrat, arrived at an ICE detention facility in his New Jersey city and asked for a tour. Though he was initially let inside the facility’s gate, he was soon confronted by about a dozen federal law enforcement officers and asked to leave. And so he did. For […] Read more ›
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World Cup host cities were promised a once-in-a-generation tourism surge. The lift is real, but some cities’ results are well below expectations. Read more ›
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The GMKtec M5 Ultra Mini PC is 26% off on Amazon for a limited time, and it is a great deal to grab before Prime Day kicks in later this month Read more ›
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The internet has been buzzing about Dolly Parton opening a chain of Buc-ee's style competitors, but the reality is a bit different than the headlines say. Read more ›
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Иногда одна строка датасета соответствует не одному объекту, а целому набору связанных объектов: новостям, комментариям, изображениям или событиям. Каждый из них можно превратить в эмбеддинг, но модель обычно ждет фиксированный набор признаков. В статье разбираю, как с этим работать на практике: от простых агрегатов и pooling до MIL, LLM‑разметки и гибридных подходов. Читать далее Read more ›
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The Jane Goodall Institute worked with AWS to identify AI use cases. They're digitizing decades of research and preserving Goodall's contributions. Read more ›
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The Roborock Qrevo S5V is down to $599.99 on Amazon, taking $300 off a robot vacuum and mop that earned 9/10 in our review. Read more ›
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Two members of Congress released a sweeping discussion draft for an AI regulatory framework on Thursday, proposing a bipartisan federal approach ahead of November’s midterm elections. Led by Reps. Jay Obernolte (R-Calif.) and Lori Trahan (D-Mass.), the bill represents the latest Congressional ... Read more ›
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Google is rolling out Google Pay direct checkout and a faster biometric authentication system, while bringing Google Wallet digital ID support to select EU member states. Read more ›
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At Computex, Dell and Acer both introduced systems starting with 8GB of RAM to compete with the MacBook Neo, following a rush to 16GB systems in the last two years to bolster local AI. Read more ›
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Red Lobster is closing its Times Square flagship restaurant after 23 years. After visiting, I understand why. Read more ›
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VentureBeat
DeepSeek’s announcement over the weekend that it has made its 75% price cut permanent on its flagship V4 Pro model is a disruptive assault on the capital-heavy business models of Silicon Valley’s frontier labs. The reduction on DeepSeek V4 Pro directly undercuts comparable Western models used as workhorses for enterprise production. It is 7x cheaper on inputs and 17x cheaper on outputs than Anthropic’s Claude Sonnet or OpenAI’s GPT 5.5-Med,... Read more ›
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Anthropic today released Claude Opus 4.8, an upgrade to its flagship model that ships at the same price as its predecessor, alongside a dramatically cheaper "fast mode" tier and a new feature that lets the model spawn hundreds of parallel subagents for codebase-scale work.The model is available immediately across Anthropic's surfaces — claude.ai, Claude Code, the API, and Cowork — at unchanged pricing: $5 per million input tokens and $25... Read more ›
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Mistral AI used its first-ever developer conference on Wednesday to announce a sweeping expansion into industrial manufacturing, a new inference data center south of Paris, and a rebranding of its consumer-facing assistant — moves that collectively signal the three-year-old French startup's ambition to become the enterprise AI provider of record for companies that refuse to hand their most sensitive data to American hyperscalers.At the AI NOW Summit, held at a... Read more ›
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Test-time scaling (TTS) has emerged as a proven method to improve the performance of large language models in real-world applications by giving them extra compute cycles at inference time. However, TTS strategies have historically been handcrafted, relying heavily on human intuition to dictate the rules of the model’s reasoning. To address this bottleneck, researchers from Meta, Google, and several universities have introduced AutoTTS, a framework that automatically discovers optimal TTS... Read more ›
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As enterprise AI agents move into production, organizations are confronting a growing reliability problem. Many teams are discovering that LLM performance alone does not determine whether agents succeed in production. Long-running AI workflows must survive crashes, preserve state, recover from failures, manage inference costs, and coordinate across APIs, tools, and enterprise systems.After a first wave focused on rapid deployment, organizations now need to revisit those first-generation implementations, and Read more ›
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At 620 million monthly users, calling a frontier model for every image recommendation isn't a strategy — it's a bill. Pinterest CTO Matt Madrigal solved it by gutting Qwen3-VL's vision layer and rebuilding it with proprietary embeddings, cutting costs 90% and boosting accuracy 30%.Madrigal’s team has been heavily investing in customizing open-source models “foundationally in-house.” “If you've got really unique data that you can then fine-tune an open source model... Read more ›
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Enabling LLMs to acquire new knowledge after training remains a major hurdle for enterprise AI — current solutions are either too expensive, too slow, or constrained by context window limits.MeMo, a framework from researchers at multiple universities, encodes new knowledge into a dedicated smaller memory model that operates separately from the main LLM.The modular architecture works with both open- and closed-source models and sidesteps the complexity of RAG pipelines and... Read more ›
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Enabling LLMs to acquire new knowledge after training remains a major hurdle for enterprise AI — current solutions are either too expensive, too slow, or constrained by context window limits.MeMo, a framework from researchers at multiple universities, encodes new knowledge into a dedicated smaller memory model that operates separately from the main LLM.The modular architecture works with both open- and closed-source models and sidesteps the complexity of RAG pipelines and... Read more ›
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Enterprise AI agents are stalling — not because of model performance, but because of permissioning. Every agentic workflow eventually hits the same wall: what is this agent allowed to touch, on whose behalf, and how does the system know?Workday's answer is to make its existing system of record the governance layer for agents. Gerrit Kazmaier, the company's president for product and technology, told VentureBeat in an interview that customers often... Read more ›
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In 2024, researchers from the University of Illinois found that GPT-4, when provided with a common vulnerabilities and exposures (CVE) description, could autonomously exploit 87% of a curated 15-vulnerability one-day dataset. Without the description, it could only exploit 7%. This provided a “margin of safety” for the industry because while AI could exploit known vulnerabilities, it could not discover them. However, on April 7, Anthropic announced that Claude Mythos Preview... Read more ›
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04.06.2026 13:17
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