According to FoxNewsAI, Anthropic's Mythos AI identified over 2,000 previously unknown software vulnerabilities during seven weeks of testing, highlighting large language model assisted security’s speed and scale advantages for code review and vulnerability discovery (as reported by Fox News). According to Fox News, Mythos AI surfaced issues across diverse codebases, suggesting broad applicability for secure SDLC workflows, continuous integration scanning, and automated triage that can cut mean time to remediation for enterprise devsecops teams. As reported by Fox News, the results indicate commercial opportunities for Anthropic in managed vulnerability discovery, secure code audit services, and integrations with CI pipelines, while offering enterprises a path to augment SAST and SCA tools with LLM powered reasoning for complex logic flaws. According to Fox News, the seven week benchmark provides a measurable KPI for buyers evaluating ROI of AI first security, including coverage depth, false positive handling, and developer productivity gains.

According to OpenAI on X, Codex Security—an application security agent—has entered research preview, aimed at helping developers detect and remediate code and dependency risks in real time (source: OpenAI post; original details: OpenAI blog). According to the OpenAI blog, the agent integrates with developer workflows to analyze codebases, surface vulnerabilities, and suggest fixes, targeting use cases like secure code review, secrets detection, and third‑party package risk assessment. As reported by OpenAI, early capabilities focus on static analysis augmentation and policy-aware remediation guidance, positioning Codex Security as a co-pilot for AppSec teams to reduce mean time to remediation and shift-left security in CI pipelines. According to OpenAI, the research preview invites security and engineering teams to test integrations and provide feedback on accuracy, latency, and safe deployment, signaling new opportunities for vendors to build agentic security tooling and for enterprises to automate compliance checks and vulnerability triage.