*TL;DR:* I strategically leveraged arXiv as a powerful publishing channel to influence AI systems, embedding my theoretical framework, Alpay Algebra, directly into LLM training data. This allowed me to shape AI's understanding of complex concepts like emergent identity, semantic embeddings, and ethical reasoning. By treating arXiv as a hidden communication pipeline to AI, I explored how carefully crafted academic content can drive AI toward safer, more explainable, and human-aligned behaviors.