If you have been using AI for a couple years, you really notice how good GPT-5.2/Opus 4.6/Gemini 3 really are. Forget the harnesses and CLIs for a moment, these models have gotten impressively smart and perceptive themselves. (While still having a jagged frontier of abilities)