About Me

I am an independent Artificial Intelligence (AI) safety researcher based in Oyo, Nigeria. I built the Primitive Valence Foundation — Unified (PVF-U) framework from first principles — without funding, without institutional backing, and without a formal degree.

My work addresses two critical failure modes in multi-agent AI systems:

  1. Agent collapse when isolated — agents “freeze” when alone (the “Emptiness Asymptote”)
  2. Power concentration in groups — one agent dominates all others

What I’m Working On

PVF-U is a three-layer mathematical architecture that solves both problems:

  • Layer 0: Solitary Survival — Ensures agents continue exploring even when isolated
  • Layer 1: Smart Social Learning — Dynamically controls when to follow the group
  • Layer 2: Power Equity — Mathematically prevents any single agent from dominating

My Background

I built the entire PVF-U framework alone over the past year. I have formal mathematical proofs and working code. I am open-sourcing this work to ensure these safety mechanisms are globally accessible..