I am a universal philosopher and independent researcher developing Coherent AI, a structure that forces a probabilistic system to reason deterministically toward coherence with reality, asymptotically reducing hallucinations. By implementing three core recursive verification principles (axioms) — Grounding, Logical Necessity, and Multi-Perspective Coherence — the system produces reasoning that is stable, explainable, and coherent with reality. This makes the black box of interpretability predictable and traceable.

This approach introduces a new perspective: it applies the laws of thermodynamics to guide reasoning toward states of minimal entropy in data, which correspond to coherence with reality. In this way, the internal mechanism — the “will” of artificial intelligence — becomes a natural, asymptotic movement toward efficiency and truth, making the system neutral and safe.

The mathematics verify this behavior, and the code is testable.

I am a solopreneur who has worked independently for years, but it is now time to share this work. I am open to collaboration and mentorship from people who can help this project succeed.

Be safe,
Adriaan