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 a temporary plateau in scaling laws. Developers should expect a shift toward more efficient architectures rather than just larger datasets to achieve the next leap.