Since October 2026, OpenAI has trained its frontier models with no live internet access, using an "offline world" of indexed and cached web content

Securing our frontier model training environment

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.

Opening sign-in…