Beyond integrative experiment design: Systematic experimentation guided by causal discovery AI.
Journal:
The Behavioral and brain sciences
Published Date:
Feb 5, 2024
Abstract
Integrative experiment design is a needed improvement over ad hoc experiments, but the specific proposed method has limitations. We urge a further break with tradition through the use of an enormous untapped resource: Decades of causal discovery artificial intelligence (AI) literature on optimizing the design of systematic experimentation.