Sandeep ChavanSandeep J. Chavan is an independent researcher and systems thinker focused on the structural foundations of intelligence, coherence, and failure in complex systems. He is the originator of the Chavanian Axioms, a pre-formal logical framework that exaines the conditions required for stability, resolution, and persistence across domains. His work spans artificial intelligence, physics-inspired systems theory, and epistemology, with an emphasis on diagnosing failure modes rather than proposing implementation-specific solutions. Through a coherence-first lens, he develops analyses that remain independent of evolving technologies and architectures. Read More Read Less