World Model

Humanist Neuro Symbolic World Model Github repository offers a transparent, hybrid AI architecture purpose-built to power the next generation of AI Patient Advocates. By bridging Yann LeCun’s JEPA (Joint Embedding Predictive Architecture) for robust perceptual grounding with a specialized open dictionary, this system securely anchors neural embeddings to auditable structural causal models. Unlike standard frameworks that risk model collapse or rely on opaque reasoning, our approach leverages explicit ethics warrants, conceptual metaphor typing, and compositional glyphs to ensure every output is causally verified and aligned with core bioethics principles. Explore the repository to discover how we are redefining safe, accountable AI by perfectly balancing sub-symbolic perception with rigorous, explicitly grounded symbolic logic.