https://github.com/helixprojectai-code/helix-trefoil-loss

A PyTorch topological regularizer based on the Helix-TTD Constitutional Hamiltonian. Enforces phase-locked AI alignment via trefoil knot invariants to suppress drift and barren plateaus.

ai-alignment constitutional-ai helix-framework loss-functions machine-learning pytorch quantum-optimization topological-physics

Last synced: 15 May 2026