TASKS / EVIDENCE / NEXT MOVE

Task exposure map

Mark only items that have named evidence. The score is a planning aid, not a guarantee.

I listed tasks from a real week, not only my job descriptionI separated assistance from full substitutionI recorded context, consequence, and human accountabilityI chose one adjacent skill with hiring evidenceI defined a work sample and feedback date

0% evidence coverage

Next evidence to produce: I listed tasks from a real week, not only my job description

Exposure estimates are early-warning signals, not predictions that a person will lose a job. Actual outcomes depend on adoption, job design, institutions, demand, geography, and individual circumstances.