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 plateauing. Practitioners should prepare for a sudden shift in capabilities rather than steady, incremental updates to existing LLM performance.