Deterministic Safety Handover Protocols Between AI Agents and Human Drivers

Engineering fail-operational takeover request (TOR) sequences complying with ISO 21448 Safety of the Intended Functionality (SOTIF).

Multi-Stage Escalation Timing

Structuring a 10-second handover window into visual card, acoustic chime, and haptic pull stages before transitioning to minimal risk maneuver.