LatentQuant: Preserving the Policy-Facing Latent Contract under NVFP4 VAE Quantization

Ziye Deng, Lufang Chen, Shuyu Feng +7

Recent world action models (WAMs) reuse pretrained video VAEs whose encoder latents directly condition downstream action policies. Quantization must therefore preserve not only rec…