Physicists hope that biology will provide true insights that don't require understanding all molecular details, and Hopfield Networks gave insights on how learned things can be expressed, even if it didn't provide a reasonable description of the learning process. The concept of forming representations that are robust for error correction is useful in biology, and the BIPAPER enabled this robustness.