Chief scientist Jakub Pachocki describes recent AI progress as surprisingly slow. Despite the release of GPT-5.5, he expects extremely significant improvements in the medium term. This admission suggests current architectural gains are incremental. Practitioners should prepare for a sudden jump in capabilities rather than steady, linear growth.