roboticsopinionbullishVision-Only Long-Horizon Navigation (VoLN) is a better formulation where route-relevant information comes from locally observable in-scene cues rather than external instructionsArtificial Intelligence28 Jul 2026http://arxiv.org/abs/2607.21400v1