@article{dualchannelgroundedworldmodelingdcgwmstr, title = {Dual-Channel Grounded World Modeling (DCGWM): Structural Prevention of Objective Interference Collapse via Heterogeneous External Grounding with Inward-Only Gradient Flow}, author = {Akshay Hazare}, year = {2026}, eprint = {2606.18688}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.18688}, }