#human-oversight
3 articles
Companies Are Writing Their Own AI Rules Before Regulators Finish Theirs
With comprehensive AI workplace regulation still incomplete in most jurisdictions, employers have stopped waiting. Internal AI-use policies, disclosure requirements, and approval workflows are becoming standard practice ahead of any legal mandate to have them.
The Best AI Workflow Starts Where Automation Gives Up
Production AI is defined by its exception path, not its happiest demo. Designing the handoff to a human is the core product problem, not an admission of failure.
A Human in the Loop Is Not a Control System
Human review is often added to AI products as a reassuring label, even when reviewers lack time, context, or authority. Real oversight must be engineered as an operating system for exceptions, not assigned as ceremonial responsibility.