Capstone Throughline
Carry the assistance log, independent evaluation cases and untrusted-content analysis into later code review, statistical learning and production AI work. Keep fixture performance separate from measured live-system evidence.
Carry the assistance log, independent evaluation cases and untrusted-content analysis into later code review, statistical learning and production AI work. Keep fixture performance separate from measured live-system evidence.