The self improving AI story keeps getting told, so it's worth reading a benchmark that tests it directly. Agents got 4 hours to rewrite a training algorithm for real gains. Result: mostly hyperparameter tuning, not algorithmic invention. The gap between proposing a change and finding one that actually improves the system is where the whole recursive loop stalls. What would move it?#MachineLearning #AI #LLM
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