Committed to intellectual rigor and the responsible exploration of ideas that challenge existing boundaries of knowledge.

Committed to intellectual rigor and the responsible exploration of ideas that challenge existing boundaries of knowledge.

The Compatibility–Integration Cascade

How Internal Compatibility Strengthens Coupling and Stabilizes Complex Systems

Complex systems often become stable only when the connections between their parts grow strong enough to overcome internal differences. But where does that added strength come from if the structure itself doesn’t change? This work introduces a general architecture where stability emerges from within: as subsystems resolve internal mismatches, they become more aligned, which automatically amplifies their influence on one another. This creates a self-reinforcing cascade—compatibility strengthens coupling, stronger coupling reduces mismatch, and the system naturally reaches stable, synchronized behavior without altering its structure.

Ori Manzur
reBORN Research Initiative

The Compatibility–Integration Cascade

The Compatibility–Integration Cascade