AIOS Biology Calculus

SmartHaus Research • 2024 • In Review

Abstract

AIOS (AI Operating System) biology calculus models intelligence as emergent behavior from mathematical biology principles. Using differential equations and network dynamics, we create self-organizing, adaptive AI systems.

Neural Dynamics

∂N/∂t = σ(W·N + B) - λN + η(t)

Biological Principles

  • Homeostatic regulation for stability
  • Synaptic plasticity for learning
  • Network emergence for intelligence
  • Immune-like error resistance