Pinaki Laskar on LinkedIn: #artificialintelligence #machinelearning #datascience #casualai

What is Causal AI and Why You Should Care? Causal AI means both improving machine learning with causal reasoning, and automating causal reasoning with machine learning. Today's learning machines have superhuman prediction ability but aren't particularly good at causal reasoning, even when we train them on obscenely large amounts of data. But now, a convergence of statistical and computational advances has shifted the focus from discourse to algorithms that we can train on data and deploy to software. It is a real path to true, real AI, causal intelligence, or ontological machines, to be run by its machine ontology, the world model engine for general intelligence, learning and knowing, inference and interactions with the world. Its ontological/causal reasoning mechanism is a crucial element to how humans or machines understand, explain, and make decisions and interact with the world.