@article{structuredintentasaprotocollikecommunica, title = {Structured Intent as a Protocol-Like Communication Layer: Cross-Model Robustness, Framework Comparison, and the Weak-Model Compensation Effect}, author = {Peng Gang}, year = {2026}, eprint = {2603.29953}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.29953}, }