Implement a reasoning LLM in PyTorch from scratch, step by step
[NeurIPS 2026] State of Thought Enables Endogenous Reasoning
Hardware-aligned latent deliberation framework decoupling System 2 continuous reasoning from System 1 autoregressive decoding.