[r/ML] [D] Physicist-turned-ML-engineer looking to get into ML research. What's worth working on and where can I contribute most?

Summary

A highly accomplished physicist-turned-ML engineer, with a PhD in theoretical physics from Oxford and experience in quant finance and entrepreneurship, is seeking guidance on current ML research directions. After years in product development, they are looking to re-engage in independent research and need help identifying impactful areas where their skills can be best applied within today's complex research landscape.

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Explore related coverage about community news and adjacent AI developments: [r/ML] [D] MYTHOS-INVERSION STRUCTURAL AUDIT, [r/LocalLLaMA] karpathy / autoresearch, [r/ML] [R] Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis (236 occupations, 5 US metros), [r/ML] Building behavioural response models of public figures using Brain scan data (Predict their next move using psychological modelling) [P].

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