Dual-Layer Ethical Transparency for Modern AI Systems: RAHN-Twin Framework (Reasonable Auditable Human and Non-Human)

Related Publication Ranjith Raju Thomas (2025). Dual-Layer Ethical Transparency for Modern AI Systems: RAHN-Twin Framework (Reasonable Auditable Human and Non-Human). Zenodo. https://doi.org/10.5281/zenodo.17781412 Description: This project supports the RAHN-Twin Framework, a dual-layer ethical transparency and governance model for modern AI systems. The framework addresses both human-facing interpretability and system-level auditability, with a focus on agentic, multimodal, and AGI/ASI-era AI governance.