task file · MethodKit with Competencies
Shared ground
Analyze
to investigate, understand & see connections
AI assists strongly, but a person stays in the loop, accountable for the judgment call.
AI does the legwork of finding connections in data; deciding which connections matter, and standing behind the read, stays with you.
the evidence: most real ai use augments, it does not replace →
Fields where this task is under pressure
// dossiers that list analyze 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
AI literacy
understand how ai would affect us, for better or worse
Cause & effect
understanding & defining symptoms & underlying problems
Cultural literacy
understanding how events & contexts are affected by culture
Data
collecting, interpreting & processing of stats & info
Math & logic
calculating, quantifying & using logic
Professions built on it
// job titles whose weekly mix features analyze