Scale with purpose
The frontier configuration increases capacity for expert specialization, long-horizon reasoning, science, code, and cross-domain synthesis.
Release discipline
The Frontier release keeps architecture, data, compute, distributed training, and evaluation evidence visible as separate records. The site states those boundaries plainly.
Research question
The deepest question remains whether state-native noetic computation creates measurable lift beyond what scale and token-centric reasoning already provide.
