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

arXiv:2610.03959v1 Announce Type: new Abstract: Recent world action models (WAMs) reuse pretrained video VAEs whose encoder latents directly condition downstream action policies. Quantization must therefore preserve not only reconstruction fidelity but also th