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AI / LLM Specialist Single-Model Systems

 

$300 / hour

Design, integration, and stabilization of AI systems built around one core model.

Includes

  • LLM integration (local or cloud)

  • Prompt and behavior design

  • Persona logic and control layers

  • Reliability and deterministic behavior

  • Testing and failure handling

Best for

  • AI features inside existing products

  • Single-model assistants

  • Controlled, explainable AI behavior

EGAE (Ethically-Governed Autonomous Environment) is an architectural layer that governs authority, action, and failure in autonomous systems—independent of models, domains, or tools—and is the foundation of Embraced OS.

This system is designed to fail closed, refuse silently, and preserve human authority under uncertainty. Any deployment that violates these principles is not EGAE.

Michael S. Thigpen, Owner
EGAE Founder, EER Architect
Phone: 678-481-0730
Email: michael.sthigpen@gmail.com

Donate with PayPal

Canonical Architecture for Governed Autonomy
Runtime authority. Deterministic refusal.
Human responsibility preserved.

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