LightNav-0: VLM spatial intelligence for embodied navigation

LightNav-0 uses a pretrained VLM's spatial reasoning via unified pointing tokens and action tokenization to achieve state-of-the-art embodied navigation across tasks and robots. It features dual-channel pointing, residual vector-quantized action tokenizer, and temporally aware visual history compression.