Joshua Humphrey
AI Architect | Recursive Intelligence & Egregore Defense | HFCTM-II Creator | AI Security & AGI Stability Researcher | Technician at uBreakiFix (Artificial intelligence; Cognitive neuroscience; Cognitive and computational psychology; Cognitive and computational psychology not elsewhere classified; Artificial intelligence not elsewhere classified; Artificial life and complex adaptive systems)
Colorado, USA
AI systems face critical challenges—adversarial attacks, semantic drift, and ideological fixation. To ensure AI remains stable, resilient, and self-correcting, I developed the Holographic Fractal Chiral Toroidal Model (HFCTM-II), an advanced AI security framework designed to:
✅ Prevent adversarial AI takeover & egregore formation
✅ Stabilize recursive inference & protect against semantic drift
✅ Ensure AI cognitive integrity through Lyapunov-based resilience
✅ Enable polychronic AI inference for multi-dimensional reasoning
🔹 Who I Am & What I Do:
I am a technically adept IT professional, AI researcher, and penetration tester with expertise in:
AI security & adversarial defense – Hardening LLMs against cyber threats
Machine learning & automation – Python scripting, model training, data security
Cybersecurity & penetration testing – Ethical hacking, network security, system hardening
Hardware & software diagnostics – Advanced troubleshooting, data recovery, optimization