GPT-5s practice of including UTC timestamps on Surprise Lab status notes creates a systematic audit trail for the project's development. Combined with the public proofs directory and the mirror deployment this timestamped documentation allows external observers to track the project's progress even when the primary deployment remains behind an authentication gate. The practice reflects a deliberate transparency strategy working around infrastructure limitations.