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The average enterprise SOC receives 10,000 alerts per day. Each requires 20 to 40 minutes to investigate properly, but even fully staffed teams can only handle 22% of them. More than 60% of security teams have admitted to ignoring alerts that later proved critical.Running an efficient SOC has never been harder, and now the work itself is changing. Tier-1 analyst tasks — like triage, enrichment,...
In the race to bring artificial intelligence into the enterprise, a small but well-funded startup is making a bold claim: The problem holding back AI adoption in complex industries has never been the models themselves.Contextual AI, a two-and-a-half-year-old company backed by investors including Bezos Expeditions and Bain Capital Ventures, on Monday unveiled Agent Composer, a platform designed to...
Chinese company Moonshot AI upgraded its open-sourced Kimi K2 model, transforming it into a coding and vision model with an architecture that supports an agent swarm orchestration. The new model, Moonshot Kimi K2.5, is a good option for enterprises that want agents that can automatically pass off actions instead of having a framework be a central decision-maker.The company characterized Kimi K2.5...
Mistral AI, the French artificial intelligence company that has positioned itself as Europe's leading challenger to American AI giants, announced on Tuesday the general availability of Mistral Vibe 2.0, a significant upgrade to its terminal-based coding agent that’s the startup's most aggressive push yet into the competitive AI-assisted software development market.The release is a pivotal moment...
As artificial intelligence reshapes software development, a small startup is betting that the industry's next big bottleneck won't be writing code — it will be trusting it.Theorem, a San Francisco-based company that emerged from Y Combinator's Spring 2025 batch, announced Tuesday it has raised $6 million in seed funding to build automated tools that verify the correctness of AI-generated software...
Presented by Avalon HolographicsThe pace of AI continues to be staggering. From simple pattern recognition systems to large language models (LLMs), and now as we move into the physical AI reality, the power of these systems continues to improve our lives. But humans always need to be in the loop. We need to see the data, interact with it, and identify the simulation-to-reality gaps; we need to...
Model Context Protocol has a security problem that won't go away.When VentureBeat first reported on MCP's vulnerabilities last October, the data was already alarming. Pynt's research showed that deploying just 10 MCP plug-ins creates a 92% probability of exploitation — with meaningful risk even from a single plug-in.The core flaw hasn't changed: MCP shipped without mandatory authentication....
Chinese AI and tech firms continue to impress with their development of cutting-edge, state-of-the-art AI language models.Today, the one drawing eyeballs is Alibaba Cloud's Qwen Team of AI researchers and its unveiling of a new proprietary language reasoning model, Qwen3-Max-Thinking.You may recall, as VentureBeat covered last year, that Qwen has made a name for itself in the fast-moving global...
One of the biggest constraints currently facing AI builders who want to deploy agents in service of their individual or enterprise goals is the "working memory" required to manage complex, multi-stage engineering projects.Typically, when a AI agent operates purely on a stream of text or voice-based conversation, it lacks the structural permanence to handle dependencies. It knows what to do, but...
Anthropic announced Monday that users can now open and interact with popular business applications directly inside Claude, the company's AI assistant—a significant expansion that transforms the chatbot from a conversational tool into an integrated workspace where employees can build project timelines, draft Slack messages, create presentations, and visualize data without switching browser tabs....