AINeutralarXiv – CS AI · 5h ago7/10
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Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics
A position paper argues that AI research must shift from analyzing finished models to studying the training dynamics that produce model behaviors. The authors propose that a rigorous science of AI requires understanding how data, objectives, and optimization shape model properties—enabling prediction and intervention during training rather than post-hoc fixes.