ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,730,417, issued on Sept. 8.

"Systems and methods for state-coherent recursive processing" was invented by Raman Bhagavatheeswara Subbarama (Kitchener, Canada).

According to the abstract* released by the U.S. Patent & Trademark Office: "A recursive-processing architecture for maintaining stability and internal coherence in adaptive computational systems. The framework includes a State Differentiator, Invariance Monitor, Continuation Evaluator, and Feedback Controller operating in closed loop to reduce parameter drifts and preserve predictable operation through bounded update magnitudes over time. Optional cross-layer mechanisms such as an Autonomic Behavior Modulator and a Mechanistic...