This document formally finalizes the conscious presence equation system developed between 2024–2025, comprising the Total Conscious Social Score (TCSS 3. 0), the Meta-Depth Layer for Conscious Presence (Ψ (U) ₘeta), and the unified adaptive correction mechanisms. This system provides the world’s first ego-safe, observer-filtered conscious modeling equation capable of functioning across symbolic AI and hybrid human-machine assessments.
S. Gokula Krishnan (Sun,) studied this question.