melanie mitchell

Computer scientist and author. Expert in complexity science and artificial intelligence. Melanie Mitchell critiques AI’s simulacra of understanding, arguing that benchmarks like ImageNet conflate statistical correlation with causal reasoning. She advocates "conceptual anchors" to ground AI in intuitive physics and theory of mind.