SKILLS / HUMAN + AI
Skills to build
Build human judgment and AI fluency together instead of treating them as opposites.
04 LIVECURATED CAREER LIBRARY
SKILL SIGNAL / HIGH LEVERAGE
AI output review & quality control
The durable skill is not prompting alone; it is knowing when an output is wrong, incomplete or unsafe.Open analysis ↗
SKILL SIGNAL / DECISION OWNERSHIP
Accountable human judgment
Know when evidence is sufficient, what trade-off is acceptable and who must own the consequence.Open analysis ↗
SKILL SIGNAL / SYSTEM THINKING
AI workflow design
Design where AI drafts, where people review, when work escalates and how failures become learning.Open analysis ↗
SKILL SIGNAL / EVIDENCE QUALITY
Data literacy for AI work
Understand where data came from, what a metric leaves out and when a confident pattern is misleading.Open analysis ↗Compare similar profiles