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Cláudio Vicente da Silva

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#reinforcement learning Open access Sep 2026

THE AUTONOMOUS TRANSDUCTION MACHINE: FROM SPIRAL GEOMETRY TO THE SOURCE CODE OF AN AI SYSTEM WITHOUT HUMAN SUPERVISION

Overview This preprint presents the Autonomous Transduction Machine (ATM), a computational system that translates the Primitive Architecture of Spiral Geometry into an executable autonomous kernel capable of acting, constructing, learning, and self-correcting without fine human supervision. The architecture reproduces,...

Cláudio Vicente da Silva · 0 citations

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