Valid Irreversible Resolution Rate: An Event-Level Energy Metric for Stabilized Decisions in VLSI and Edge-AI Hardware Full TextMartin Petrasek, Institute for Resonant Synthesis and Field Physics (IRSFP), Czech Republic