Jakub Slahounek

Failure Modes of Pairwise Affinity Dynamics in Emergent Locality: An Inverse-Stability, Attractor-Selection, and Growth Audit

This exploratory computational study investigates whether low-dimensional relational geometry can be selected, stabilized, and extended by dynamics acting on a symmetric pairwise affinity matrix W. The research is organized as a sequence of falsification tests rather than as a se...

Failure Modes of Pairwise Affinity Dynamics in Emergent Locality: An Inverse-Stability, Attractor-Selection, and Growth Audit

This exploratory computational study investigates whether low-dimensional relational geometry can be selected, stabilized, and extended by dynamics acting on a symmetric pairwise affinity matrix W. The research is organized as a sequence of falsification tests rather than as a se...