It’s mostly a bandwidth thing. We’ve seen the pattern consistently, but haven’t had time yet to write up the analysis carefully.

We are not the only ones to see the reasoning inversion.: https://arxiv.org/abs/2510.11977, https://arxiv.org/abs/2502.08235, https://arxiv.org/abs/2507.14417