Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression

Shuochen Chang, Qingyang Liu, Shaobo Wang +8

Large language models achieve high reasoning performance via explicit chain-of-thought and reinforcement learning, but require long output sequences and extended inference time. La…