Leak reveals Anthropic’s ‘Mythos,’ a powerful AI model aimed at cybersecurity use cases

Anthropic didn’t intend to introduce Mythos this way. Details of what it calls its most capable AI model yet surfaced through a data leak in its content management system (CMS), revealing a LLM with sharply improved reasoning and coding skills. The data leak, which was the result of the company’s staffers inadvertently exposing material about…

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How to build an enterprise-grade MCP registry

Just as integration catalogs were must-haves at the peak of SaaS, Model Context Protocol (MCP) servers are now becoming all the rage for connecting AI agents and enterprise systems.  In this paradigm, developers aren’t hand-coding API calls to external systems, nor are users clicking “click to integrate” and entering credentials into GUIs. Instead, agentic systems are…

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OpenAI adds plugin system to Codex to help enterprises govern AI coding agents

OpenAI has introduced a plugin system for Codex, its AI-powered software engineering platform, giving enterprise IT teams a way to package coding workflows, application integrations, and external tool configurations into versioned, installable bundles that can be distributed or blocked across development organizations. “We’re rolling out plugins in Codex,” OpenAI Developers, the company’s official developer account,…

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Anthropic throttles Claude subscriptions to meet capacity

Anthropic has started limiting usage across its Claude subscriptions to cope with rising demand that is stretching its compute capacity. “To manage growing demand for Claude we’re adjusting our 5 hour session limits for free/Pro/Max subs during peak hours. Your weekly limits remain unchanged,” Thariq Shihipar, a member of Anthropic’s technical staff, wrote in a…

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Edge clouds and local data centers reshape IT

For more than 10 years, enterprise cloud strategy has relied on centralizing as much as possible—shifting workloads from data centers, consolidating operations on hyperscale platforms, and leveraging economies of scale. This approach has reduced infrastructure sprawl, accelerated deployment, and provided nearly unlimited compute and storage. However, the next generation of digital systems increasingly interacts with…

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Nvidia’s Shift from GPUs and AI ‘Inference King’ Economics

GPUs are still important for Nvidia, which held its GPU Technology Conference (GTC) last week in San Jose. But the importance of GPUs appears to be waning as the AI boom is creating a surge in demand for general purpose CPUs and other processor types that offer advantages for AI inference. Nvidia wants to control…

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Databricks pitches Lakewatch as a cheaper SIEM — but is it really?

Databricks has previewed a new open agentic Security Information and Event Management software (SIEM) named Lakewatch that signals its first deliberate step beyond data warehousing into security analytics. The data warehouse-provider is pitching Lakewatch as a lower-cost alternative to traditional security tools, arguing that consolidating security analytics into its data platform can reduce overall spend….

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