@misc{abdalmageed2026softreason, title={SoftReason: A Fully Differentiable Neuro-Soft-Symbolic Deductive Reasoning Architecture over High-Dimensional Perceptual Data}, author={Wael AbdAlmageed}, year={2026}, eprint={2607.20402}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2607.20402} }