KCAE.MEMORY:6 - Bias-Annotation

Stored conclusions encourage confirmation and make past success look universal. Preserve the original cue and a discriminating non-fit. Feature discovery can overfit vivid failures; include common ordinary cases and unknown inputs. More memory is not automatically better memory, especially when permissions or source returns are fragile.