Incoprea Theory
Vol. XVI · 99

Theory 55/Precision & Information/Perceptual learning

Learning Follows Precision

The claim

The rate of perceptual learning is set by the ratio of practice precision to task noise, so practice with feedback that is more precise than the task teaches little.

01Mechanism

Learning requires an error signal above the noise; feedback finer than the task's variability provides no gradient.

02Prediction

Learning rate should track the ratio.

03Refutation

Learning tracking practice amount would remove precision.