Author(s): Kyouma45 Originally published on Towards AI. TL;DR The Models: The family includes Nano, Super, and Ultra.The Architecture: A Hybrid Mamba-Transformer Mixture-of-Experts (MoE) design that replaces most attention layers with Mamba-2 layers for high throughput. Key Innovations: LatentMoE: A new expert routing …

Author(s): Kyouma45 Originally published on Towards AI. Paper-explained Series 4 TL;DR Most AI models “reason” by talking themselves through problems using chain-of-thought, which is slow, brittle, and expensive.This article explains a different idea called the Hierarchical Reasoning Model (HRM). Instead of reasoning …