The Topology of Meaning: Towards a “Unified Field Theory” for Artificial Intelligence

This content originally appeared on HackerNoon and was authored by hackernoon

This article argues that modern LLMs plateau because language is only one projection of meaning. It proposes a topological model of intelligence—where words, faces, sounds, and forms coexist in a unified geometric field—as the foundation for true AGI, outlining the theory, current evidence, ethical risks, and a roadmap toward future ASI.

This content originally appeared on HackerNoon and was authored by hackernoon