task file · MethodKit with Competencies
Shared ground
Fix
to solve things that do not work so well, or are broken
AI assists strongly, but a person stays in the loop, accountable for the judgment call.
AI is strong at diagnosis. The hands-on, in-the-world repair, and the call on what to fix first, stay yours.
the evidence: most real ai use augments, it does not replace →
Fields where this task is under pressure
// dossiers that list fix among the work AI now does well
Fields where it gains leverage
// where this task gets more valuable as routine work gets cheaper
Skills that shield it
// future skills that keep a person valuable around this task
Building Blocks
understanding the elements that constitute the world
Digital systems
understanding how technology affects the world
Programming & algorithms
understanding how computers operate
Spatial awareness
understanding the three dimensional space around you
Uncertainty
handling unexpected situations
Professions built on it
// job titles whose weekly mix features fix