The Carlo Identity Laboratory — A Controlled Experimental Framework for Identity Dynamics

This work presents the Carlo Identity Laboratory, the experimental foundation ofthe Carlo Field. It formalises identity manipulation, invariant manipulation,transformation manipulation, recursion manipulation, behaviour induction,trajectory manipulation, tensor manipulation, and meta‑tensor manipulation. Thelaboratory includes architecture, protocols, pipelines, and controlledexperiments, establishing the Carlo Field as a reproducible and experimentallytestable scientific system. KEYWORDS identity systems; recursion; invariants; transformation behaviour; experiment; manipulation; tensor manipulation; meta‑tensor manipulation; identity modelling; Carlo Field; identity architecture