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Jake McDonough

Founder, SAEONYX Global Holdings LLC · Independent Systems Researcher

Jake McDonough is the founder of SAEONYX Global Holdings LLC and an independent systems researcher focused on artificial intelligence, information theory, and complex systems.

Member Founder, SAEONYX Global Holdings LLC Independent Systems Researcher

Jake McDonough

Founder, SAEONYX Global Holdings LLC · Independent Systems Researcher

Jake McDonough portrait

Independent systems researcher focused on artificial intelligence, information theory, and complex systems — building practical, large-scale AI frameworks from first principles.

Artificial Intelligence Information Theory Complex Systems Software Architecture Formal Reasoning Autonomous Systems

Jake McDonough is the founder of SAEONYX Global Holdings LLC and an independent systems researcher focused on artificial intelligence, information theory, and complex systems. His work explores the intersection of software architecture, formal reasoning, and autonomous systems, with an emphasis on building practical, large-scale AI frameworks.

Drawing on a background in operations and engineering, he approaches technical and theoretical problems with a focus on first principles, rigor, and real-world implementation.

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