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AI & Enterprise

LLMs become core security infrastructure as post-quantum cryptography gains traction

LLM-based AI is taking on a bigger role in corporate security technology stacks, with model developers and security vendors expanding cyber-focused deployments. OpenAI outlined plans to broaden access to its GPT-5.4-Cyber model for verified users, while Anthropic is limiting access to its Mythos Preview. Security firms and the government are also moving to address AI-driven hacking risks. Separate efforts to develop post-quantum cryptography are becoming more concrete.

AI & Enterprise

Cloudflare unveils security network mesh for AI agents, aiming to move beyond VPN limits

Cloudflare has launched Cloudflare Mesh, a private networking service that integrates multicloud environments into a single security network, The New Stack reported. The service connects internal resources such as servers, databases and development tools to external systems without opening firewall ports, while encrypting all connection points to avoid exposing infrastructure on the public internet. Cloudflare said existing VPNs and manual tunnels are slow and risky for AI agent access needs.

Industry

ADTechnology to target edge and sovereign CPU design market

ADTechnology said it will shift from a traditional design house model based on customer drawings to proactively proposing AI server chip architectures. CEO Joon-kyu Park said the company will move from a passive approach to an active model of proposing needed architectures and co-developing them with clients. It aims to reach 1.5 trillion won in revenue by 2030 and plans to target demand for ARM-based CPUs for edge servers and sovereign environments.