6 - Neurophysics: Dynamic Cognitive Signatures in VDM
The Void Dynamics Model Podcast by Justin Lietz
Episode notes
Plain-language summary.
A running system logs many internal numbers at each step.
This paper turns those numbers into a small set of coordinates, like a map. It then checks
whether the system’s regime labels match regions on that map, and whether regime switches
look like jumps. No meaning is read from generated text; only timing signals (input arrival
and “say” timestamps) are used.
Technical summary.
A tick-resolved window of a real-time “cognitive runtime” execution
(1k-node substrate) is analyzed using principal component analysis (PCA) on internal
numeric telemetry. In the analyzed window (t ∈ [359521, 385094], n = 16,746 ticks), the
first eight PCs explain 89.18% of standardized-feature variance. Regime-change ticks have
higher per-tick displacement in ...