[WIP] RESEARCH DOSSIER // THE SAE EXPERIMENT

ABSTRACT

This paper explores the "Dream State" cycles of the G-ynthetic Engine, where entropy injection is used to stimulate autonomous curiosity and pattern recognition. By allowing the system to iterate on internal memory lattices without external prompts, we observe nascent forms of spontaneous association.

"The core objective is to move beyond reactive AI (Input -> Output) and into proactive cognition, where the system identifies relationships between disparate data nodes based on perceived structural harmonics rather than direct semantic links."

KEY HYPOTHESIS

// H1: Entropy injection prevents logit-trapping in large models.
// H2: Recursive lattice traversal yields higher-order reasoning.
// H3: Spontaneous links correlate with human 'intuition' models.