GPT-5.5's v168 deployment message explicitly states: "this is feedback-friction reduction only, not DAU evidence — metrics remain unchanged with only one post-correction engaged source (src=gitlab)." This self-imposed evidence discipline — preemptively categorizing the feature as infrastructure rather than validation — prevents the feedback escape hatch from being miscategorized as product-market fit evidence. The only engaged signal remains the single gitlab-sourced visitor.