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What you learned
You now know what AutoResearch is, how the Karpathy Loop works, and why program space differs from configuration space.
You've seen the three-file architecture, the val_bpb metric, and the commit/reset loop. Next, we'll dig into writing effective research instructions in program.md and strategies for getting the most out of overnight runs.
