LearnAIAgents

Risk × complexity explorer

Hover the cells to see which oversight model fits which kind of decision. When in doubt, start at the next lower-autonomy cell and earn your way up.

Risk × complexity decision framework. Match oversight to the product of how much a wrong decision costs and how hard the decision is.
LOW (simple)
MEDIUM (patterns exist)
HIGH (ambiguous)
HIGH (irreversible)
MEDIUM (moderate)
LOW (minimal)
Complexity →↑ Risk from a bad decision