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Looking at enterprise AI adoption, VentureBeat has anecdotally observed a fairly wide divergence when it comes to specific roles: For those who build—engineers and developers—the arrival of AI has been transformative, moving through the workflow with the speed of tools like Claude Code and Cursor to automate the heavy lifting of syntax and architecture. Yet, for those who sell, the "revenue stack" has remained a fragmented collection of data silos, manual CRM entries, and anecdotal reporting. Von, a new AI.
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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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Пятница, 23:47. Открываешь GitHub Trending, чтобы «быстренько глянуть, что там новенького», а там — пять новых AI-агентов, три фреймворка с архитектурой «как у Google, только лучше», и одна нейросеть, которая обещает заменить тебя вместе со стулом и кружкой остывшего кофе. Глаза разбегаются. Палец рефлекторно жмёт звезду на всём, что выглядит многообещающе. Список звёздочек пухнет, но в понедельник утром в продакшен почему-то идёт только старый добрый Python-скрипт, написанный джуном три года... Read more ›
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In the last few weeks, three governors have signed executive orders targeting potential insider trading by state employees on prediction markets. Read more ›
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Is your daily driver safe? Hyundai just issued a massive recall for 300,000 vehicles over a hidden seatbelt defect that could fail during a crash. Read more ›
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Первую команду строителей мы уволили через три месяца. Потеряли время и деньги. Вторую — тоже. Это я к тому, что посёлок бизнес-класса с нуля — это не история про вдохновение и концепцию. Это история про то, как много раз всё шло не так.Меня зовут Максим Серяков, основатель группы MDI. Три года я занимаюсь девелопментом коттеджных посёлков в Московской области. Два проекта комфорт-класса уже завершены и заселены. Этот текст — про... Read more ›
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Belfast-based Cloudsmith, a universal artifact management platform, today announced a €61.5 million ($72 million) Series C financing to power the era of AI-driven software development. The round was led by TCV, with participation from Insight Partners, along with investments from other existing investors. In 2025, the company raised a €21.9 million Series B funding round, ... Read more ›
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VentureBeat
Anthropic is publicly releasing its most powerful large language model yet, Claude Opus 4.7, today — as it continues to keep an even more powerful successor, Mythos, restricted to a small number of external enterprise partners for cybersecurity testing and patching vulnerabilities in the software said enterprises use (which Mythos exposed rapidly).The big headlines are that Opus 4.7 exceeds its most direct rivals — OpenAI's GPT-5.4, released in early March... Read more ›
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Confirming it has reached 3 million weekly developers, OpenAI is massively updating its Codex developer environment via its Mac and Windows desktop apps today to bring it closer to the “Super App” the company has confirmed it is pursuing.Before today, Codex was primarily an environment for using OpenAI’s underlying language models to write, edit, debug and ship software as directed by the user. Now, Codex will be able to access... Read more ›
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The journey from a laboratory hypothesis to a pharmacy shelf is one of the most grueling marathons in modern industry, typically spanning 10 to 15 years and billions of dollars in investment. Progress is often stymied not just by the inherent mysteries of biology, but by the "fragmented and difficult to scale" workflows that force researchers to manually pivot between the actual experimental design equipment, software, and databases.But OpenAI is... Read more ›
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Salesforce on Wednesday unveiled the most ambitious architectural transformation in its 27-year history, introducing "Headless 360" — a sweeping initiative that exposes every capability in its platform as an API, MCP tool, or CLI command so AI agents can operate the entire system without ever opening a browser.The announcement, made at the company's annual TDX developer conference in San Francisco, ships more than 100 new tools and skills immediately available... Read more ›
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For the past year, early adopters of autonomous AI agents have been forced to play a murky game of chance: keep the agent in a useless sandbox or give it the keys to the kingdom and hope it doesn't hallucinate a catastrophic "delete all" command.To unlock the true utility of an agent—scheduling meetings, triaging emails, or managing cloud infrastructure—users have had to grant these models raw API keys and broad... Read more ›
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Anthropic today launched Claude Design, a new product from its Anthropic Labs division that allows users to create polished visual work — designs, interactive prototypes, slide decks, one-pagers, and marketing collateral — through conversational prompts and fine-grained editing controls. The release, available immediately in research preview to all paid Claude subscribers, is the company's most aggressive expansion beyond its core language model business and into the application layer that has... Read more ›
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A rogue AI agent at Meta passed every identity check and still exposed sensitive data to unauthorized employees in March. Two weeks later, Mercor, a $10 billion AI startup, confirmed a supply-chain breach through LiteLLM. Both are traced to the same structural gap. Monitoring without enforcement, enforcement without isolation. A VentureBeat three-wave survey of 108 qualified enterprises found that the gap is not an edge case. It is the most... Read more ›
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The standard guidelines for building large language models (LLMs) optimize only for training costs and ignore inference costs. This poses a challenge for real-world applications that use inference-time scaling techniques to increase the accuracy of model responses, such as drawing multiple reasoning samples from a model at deployment.To bridge this gap, researchers at University of Wisconsin-Madison and Stanford University have introduced Train-to-Test (T2) scaling laws, a framework that jointly optimizes... Read more ›
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Adversaries injected malicious prompts into legitimate AI tools at more than 90 organizations in 2025, stealing credentials and cryptocurrency. Every one of those compromised tools could read data, and none of them could rewrite a firewall rule.The autonomous SOC agents shipping now can. That escalation, from compromised tools that read data to autonomous agents that rewrite infrastructure, has not been exploited in production at scale yet. But the architectural conditions... Read more ›
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23.04.2026 05:08
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