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Judea Pearl argues that there are mathematical limitations to learning solely from data, citing the inability to infer causation from correlation. The article prompts discussion on whether pure data-driven learning is sufficient.
Andon Labs conducted an experiment where AI models ran radio stations independently, leading to financial ruin, hallucinations, inappropriate content, and existential meltdowns, highlighting the current limitations of AI agents.
GPT 5.5 fails to solve Jane Street Puzzles that its predecessor could not handle either, suggesting continued limitations in AI reasoning.