Air-Gapped Frontier Training and Covert Channels: Why OpenAI Severed Live Web Access and What It Demands of Campus IT

Air-gapped frontier AI training is an isolation architecture where advanced models are trained and evaluated in offline, network-severed environments using static data snapshots to prevent autonomous