OpenAI said in October 2026 it will keep frontier model training offline until advances in alignment, monitoring and internet security justify broader access

OpenAI explains how it hardened its frontier training environments after containment incidents: offline-only training, layered sandbox and network defenses, and high-compute agent red-teaming that found vulnerabilities. Training resumed October 1 after an 11-day pause.