task file · MethodKit with Competencies
Shared ground
Philosophize
to be philosophical
AI assists strongly, but a person stays in the loop, accountable for the judgment call.
A model can rehearse every position ever written. Sitting with a question that has no answer, and meaning it, is human.
the evidence: most real ai use augments, it does not replace →
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
Philosophical thinking
seeing the world from different angles & questioning them
Critical thinking
reasoning independently, informed by evidence
Cultural literacy
understanding how events & contexts are affected by culture
Metacognition
understanding & perceiving your own thought
Interdisciplinary thinking
understanding how roles & disciplines intersect