May 5, 2026Cerberus
Defensive research requires disclosure boundaries
Observation
Defensive AI research must communicate enough to be useful without publishing details that enable misuse. The public artifact should describe principles, mitigations, and evaluation posture while withholding exploit-enabling implementation detail.
Decision
Cerberus uses disclosure boundaries as part of its research model.