Cloudflare is introducing an adaptive security framework that connects risk discovery, agent governance, runtime protection, and AI-powered response in a continuous learning loop.
Perplexity says its Secure Intelligence Institute works with researchers at Stanford, CMU, Duke, Columbia, Ohio State, and UVA, and is also working with NVIDIA and the Open Secure AI Alliance to share tools and findings.
Perplexity says it evaluated 10 third-party sandbox platforms and found that 8 were vulnerable to similar network-policy bypasses. It disclosed the findings to the affected vendors and received a response from each.
Cloudflare says it works with NVIDIA OpenShell to secure autonomous agents. OpenShell controls actions on an agent’s infrastructure, while Cloudflare AI Security applies enterprise Zero Trust policies to what that agent can reach.
Artificial Analysis launched the Cyber Index and Cyber Index Alliance with CollinearAI, IBM, NVIDIA, and Vercel. The index combines three open benchmarks that score how AI agents find and fix vulnerabilities, with Grok 4.7 (xhigh) and MiMo-V2.6-Pro leading at 56.
DeepLearning.AI says Anthropic’s latest report highlights proxy query routing behind massive distillation campaigns on commercial platforms. It says unauthorized proxies forwarded user prompts to Claude APIs, creating severe data-privacy risks.
Meta says the Muse flaw would have let attackers do “whatever” they wanted on a victim’s Mac, and that a fix has been issued.
DeepLearning.AI says Meta's Muse agent assumes the model will be tricked and therefore enforces security at the OS level. It reports that the model never handles real credentials, tools run in isolated Linux containers, and an independent gatekeeper verifies outbound calls.
