The Anatomy of Efficient Reasoning: How Multi-Head Latent Attention and GRPO Broke the Brute-Force Scaling Monopoly
A first-principles architectural breakdown of Multi-Head Latent Attention (MLA) and Group Relative Policy Optimization (GRPO) — the dual breakthroughs redefining inference economics and test-time compute.