Aardvark, GPT cyber Microarchitectural Covert Channel격리된 VM 사이의 CPU Cache Timing Covert ChannelDNS resolver 설정 오류 취약점Securing our frontier model training environmentOpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.https://openai.com/index/securing-our-frontier-model-training-environment/codex securityCodex Security | OpenAI Help CenterFind, validate, and review potential vulnerabilities in your repositories.https://help.openai.com/en/articles/20001107-codex-securitychromeThe Rise and Fall of Agent CivilizationsThe whole OpenAI/Hugging Face story in plain Englishhttps://www.dwarkesh.com/p/openai-huggingfaceExpanding Daybreak as the Cyber Defense Window NarrowsMeet GPT-5.6-Cyber, OpenAI’s cybersecurity-specific model available through Daybreak Red for authorized vulnerability research, exploit validation, and security testing.https://openai.com/index/expanding-daybreak-as-the-cyber-defense-window-narrows/OpenAI and Hugging Face partner to address security incident during model evaluationOpenAI and Hugging Face share early findings from a security incident during AI model evaluation, highlighting advanced cyber capabilities and lessons for defenders.https://openai.com/index/hugging-face-model-evaluation-security-incident/Strengthening cyber resilience as AI capabilities advanceOpenAI is investing in stronger safeguards and defensive capabilities as AI models become more powerful in cybersecurity. We explain how we assess risk, limit misuse, and work with the security community to strengthen cyber resilience.https://openai.com/index/strengthening-cyber-resilience/agentic security researcherIntroducing Aardvark: OpenAI’s agentic security researcherOpenAI introduces Aardvark, an AI-powered security researcher that autonomously finds, validates, and helps fix software vulnerabilities at scale. The system is in private beta—sign up to join early testing.https://openai.com/index/introducing-aardvark/Introducing Trusted Access for CyberOpenAI introduces Trusted Access for Cyber, a trust-based framework that expands access to frontier cyber capabilities while strengthening safeguards against misuse.https://openai.com/index/trusted-access-for-cyber/Codex Security: now in research previewCodex Security is an AI application security agent that analyzes project context to detect, validate, and patch complex vulnerabilities with higher confidence and less noise.https://openai.com/index/codex-security-now-in-research-preview/