SingularityNET has spent years developing a neural-symbolic approach to artificial general intelligence, integrating structured symbolic reasoning with adaptive machine learning. To date, our public research has largely surfaced the symbolic dimension of that work, anchored by Hyperon, our AGI R&D platform. FabricPC spotlights the neural dimension, introducing our research on predictive coding: a biologically inspired approach, distinct from how most AI systems learn today.