Lilian WengArticle
Harness Engineering for Self-Improvement
The real story is not the philosophy recap, it's the claim that frontier labs are already seeing measurable acceleration in research velocity from AI-assisted development. If that's true even in a limited pipeline sense, it changes how you should think about the pace of capability gains over the next 12 months. Read this as a framework for interpreting why release cadence keeps compressing, not as a warning about takeoff scenarios.