Tolan built a voice-first AI companion with GPT-5.1, cutting speech initiation time by over 0.7 seconds, dropping memory recall misses by 30%, and raising next-day user retention more than 20%.
Added to The Deploy Log , updated . Read Edition 16, the edition that carried it.
49 rows from OpenAI in The Deploy Log are dated on or before this one, this one included.