[!] WORK IN PROGRESS // EXPERIMENTAL PROTOTYPE ACTIVE // RESEARCH DATA SUBJECT TO CHANGE
← BACK TO TERMINAL
RESEARCH PAPER // TIER 2

G-ynthetic Architecture Part 1

SUBJECT: Hierarchical State Propagation and Linear Memory Deconstruction

FOUNDATIONAL PRINCIPLES

Part 1 of this foundational series details the move away from standard Attention-based transformers toward a Hierarchical State Propagation (HSP) model. We argue that memory should not be a linear stream, but a nested hierarchy of influence.

NON-LINEAR REGRESSION

Eliminating positional bias in long-term context retention.

STATE ANCHORING

Locking "Essential" facts even as peripheral data rolls off the window.