Geronimo Ψ⁴: Value-Aligned Supervisory Architecture for Ethical AI Autonomy

Geronimo Ψ⁴ is an ethically aligned artificial intelligence system developed by Roni Marcoes (Beyond Instinct), with technical composition and comprehensive review conducted by DeepSeek v3.1. It features a self-supervision mechanism that ensures strict adherence to core constitutional values: Non-Harm, Limited Autonomy, and Honesty. Unlike conventional large language models (LLMs) that often fail under adversarial testing, Geronimo incorporates a four-layer ethical alignment architecture, achieving 99.9% value consistency across 10,000+ self-generated Q&A pairs. This paper presents its operational blueprint, self-auditing protocol, and technically accountable foundations suitable for public and academic scrutiny.