Early draft

The Human in the Loop Life

Stay essential in an age of AI automation

When AI does the thing you were proudest of, the question is not whether you are replaced

Something shifts when an AI tool does the work you built a career on. This book takes that feeling seriously and replaces the unanswerable question, "will AI replace me?", with one you can act on: what do you delegate, augment, and protect, and who decides. Built on the six-practice AGENCY framework, it gives knowledge workers a durable personal system for governing AI rather than resisting or surrendering to it.

• The AGENCY framework: Audit, Gate, Evaluate, Nurture, Check, Yield as a personal operating system
• A decision taxonomy for what to delegate, what to augment, and what to reserve for human judgment
• A skill-maintenance practice that protects expertise AI quietly erodes
• Human checkpoints you design on purpose, so accountability never leaks into the gap
• A technology-agnostic method that outlasts whichever AI tools are current