Toward a Causal Data Management Ecosystem for Decision Making and Agentic AI

Dazhuo Qiu, Yingli Zhou, Amedeo Pachera +2

Modern AI is no longer a single model but an ecosystem: classical ML predictors, deep and multimodal models, large language models, and agents, each trained and tuned over differen…