jerryewald12@gmail.com

I’ve been obsessed lately with why some systems collapse under stress while others seem to get tighter. In most complex adaptive systems—whether it's a corporate hierarchy, a software network, or an ecosystem—we usually treat "entropy" as a synonym for random disorder. But I’ve started thinking about it more as uncaptured...

Hook Systems fail when disturbance cannot return as structure. Summary I propose reframing “entropy” in complex adaptive systems as uncaptured constraint—degrees of freedom the system has yet to integrate into its policy. I also propose a candidate persistence primitive: Recursive Closure, the ability of a system to route perturbations back...