@article{ademaaknowledgestateorchestrationarchite, title = {ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents}, author = {Zhou Hanlin and Chan Huah Yong}, year = {2026}, eprint = {2604.25849}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.25849}, }