A framework for mapping variables and their cause-and-effect links.
A Structural Causal Model is a detective board for cafeteria chaos. Did the spilled milk start the food fight, or just get blamed?
It helps separate real causes from tag-along patterns. You meet it in research and impact studies.
Do-Calculus
A Structural Causal Model gives Do-Calculus a causal map for intervention reasoning.
KR
A Structural Causal Model is a KR method for showing cause and effect clearly.
World model
A World model can use it to organize states and causal effects.
AI-bias
It helps show whether AI-bias comes from real causes or surface patterns.