Designing Oversight Interfaces for AI Agents

How to design for the conditions that make control meaningful?
Orchestration Is Not Oversight: The Authority Illusion in Agent UI

Users moved from doing tasks to supervising the systems that do them…
The Climate Cost of AI

“AI saves energy while consuming unprecedented power”