Understanding human intelligence and neuroscience continues to inspire Bengio's research choices because the problems in probabilistic inference and safety are technically intractable if solved perfectly (requiring exponential computation), yet human brains solve them efficiently—suggesting the brain uses tricks and mechanisms that should be reverse-engineered.