Automation and Agents

Levels of Automation

Automation Bias

Automation Complacency

Takeover and Handoff Design

Interruptibility and Rollback

Permission Boundaries of Agents

Pre-action Confirmation

Visibility of Task Progress

Skill Degradation

Pre-action Confirmation and Irreversible Operations

Task Progress and Intermediate-state Visibility

Agent Failure Reporting and Escalation

Plan Visibility and Revision for Multi-step Tasks

Accountability and Traceability