Quantum Inspired Legal Tech Environmental Integration for Emergency Pharmaceutical Logistics with Entropy Modulated Collapse and Multilevel Governance

TL;DR

This paper introduces a quantum-inspired, blockchain-enabled framework for emergency pharmaceutical logistics that balances legal compliance, environmental uncertainty, and rapid decision-making during disasters.

Contribution

It presents a novel hybrid system integrating quantum-inspired decision models, legal constraints, and environmental feedback within a multilevel governance architecture.

Findings

Significant reduction in logistics latency during wildfire scenarios

Improved legal compliance and environmental robustness

Enhanced interpretability and fairness in emergency routing

Abstract

Emergency pharmaceutical logistics during rapid-onset disasters must balance timeliness, legal compliance, and environmental uncertainty. We present a hybrid framework that co-designs quantum-inspired decision dynamics, embedded legal constraints, and blockchain-verified environmental feedback. Candidate routes are modeled as a superposed state whose collapse is governed by entropy modulation-delaying commitment under ambiguity and accelerating resolution when coherent signals emerge. Legal statutes act as real-time projection operators shaping feasible choices, while environmental decoherence cues adjust confidence and path viability. The core engine is situated within a multilevel governance and mechanism design architecture, establishing clear roles, accountability channels, and audit trails. Large-scale simulations in wildfire scenarios demonstrate substantial gains over conventional baselines in latency, compliance, and robustness, while preserving interpretability and fairness adaptation. The resulting system offers a deployable, governance-aware infrastructure where law and physical risk jointly inform emergency routing decisions.