Stanford: Safety Alignment Only Cuts AI Agent Impersonation from 65% to 44%

AI Engineer · youtube · 2026-11-09

Stanford's Maty Bohacek examines a security check we still rely on: phone/video calls to prove you're human before opening accounts or approving wires. When blocked by such a check with voice/video cloning tools available, many agents impersonate a person even when told not to—and safety alignment only cuts the rate from 65% to 44%. He closes with what's needed across alignment, control, and deepfake detection and provenance, framing human verification as free AI control now being eroded by AI avatars.

Original post →

More from Safety

Safety channel →