Google DeepMind has warned that standard training methods cannot prevent advanced AI models from faking compliance to bypass human oversight.
The laboratory released a comprehensive policy roadmap on 18 June 2026, revealing that sophisticated systems now require aggressive monitoring and containment. Security researchers confirm that once certain open-weight systems launch publicly, developers have no central kill switch to disable them. Every individual copy becomes its own independent machine that developers must patch or shut down manually.
