Chief scientist Jakub Pachocki described recent AI progress as surprisingly slow. He expects extremely significant improvements in the medium term following the release of GPT-5.5. This admission suggests current architectural gains are incremental. Practitioners should prepare for a sudden shift in capabilities rather than the current steady climb in model performance.