Inference Economics and Frontier Capabilities: Engineering the New Frontier of Accessible Reasoning
Executive Takeaway: The latest structural shift detailed in the OpenAI Research & News announcement formalizes the transition from pure pre-training parameter scaling to dual-regime scaling laws—coupling amortized pre-training FLOPs with adaptive test-time compute. By driving down the cost per effective cognitive unit via sparse Mixture-of-Experts (MoE) routing, distillation of long-horizon reasoning trajectories, and aggressive FP8/FP4 […]