DOI: 10.5281/zenodo.17038379
title: The Dynamic Markovian Peace and Diplomacy Act, 2025 (DMPDA): A Sovereign-Grade Legislative and Governance Framework for AI-Enabled Peacebuilding, Ethical Diplomacy, Predictive Statecraft, and Strategic Conflict Prevention

description:  



Zenodo Description (Final Ultimate Edition)

Title:The Dynamic Markovian Peace and Diplomacy Act, 2025 (DMPDA)A Sovereign-Grade Model Legislative and Governance Framework for AI-Enabled Peacebuilding, Ethical Diplomacy, and Predictive Digital Statecraft

Author:Dr. B. Mazumdar, D.Sc. (Hon.), D.Litt. (Hon.)Independent Researcher–ScholarAI Governance · International Law · Cybersecurity · Post-Quantum Cryptography · Digital StatecraftFounder — FAIR + D CanonIndia (2025)

DOI: 10.5281/zenodo.17038380ORCID: 0009-0007-5615-3558



Description

The Dynamic Markovian Peace and Diplomacy Act, 2025 (DMPDA) is a sovereign-grade, audit-defensible, and jurisdiction-neutral model legislative framework designed to guide the responsible integration of artificial intelligence, probabilistic analysis, and predictive systems into diplomacy, peacebuilding, and conflict-prevention processes.

The framework introduces a legally governed Dynamic Diplomatic System (DDS) supported by Markovian and stochastic modelling techniques to enhance early-warning detection, escalation-risk assessment, and scenario-based diplomatic analysis. Crucially, all analytical outputs are strictly advisory, non-binding, and embedded within a human-in-the-loop governance architecture, ensuring that human judgment, democratic accountability, and lawful authority remain paramount at all times.

DMPDA is not an operational or military instrument. It explicitly prohibits autonomous decision-making, coercive use, or automation of force, and instead positions advanced analytics as decision-support tools operating under rigorous legal, ethical, and institutional constraints. The framework is purpose-built to prevent misuse, opacity, or over-reliance on automated systems in sensitive diplomatic and geopolitical contexts.



Core Features





Sovereign-Grade Legislative DesignDrafted as a model statute suitable for adaptation or enactment by national legislatures and multilateral institutions.




Human-Centric & Rights-Preserving ArchitectureMandatory human oversight, explainability, proportionality, and accountability at every critical stage.




Advanced Predictive Governance (Without Determinism)Use of Markovian state-transition analysis and probabilistic modelling that explicitly incorporates uncertainty, confidence intervals, and methodological limitations.




Robust Ethical & Legal SafeguardsIndependent ethics bodies, auditability, judicial review pathways, grievance redress mechanisms, and transparency reporting.




Data Governance & Cybersecurity by DesignGDPR-level privacy protection, purpose limitation, data minimization, zero-trust security architecture, and post-quantum cryptographic readiness.




International Law & Global Standards AlignmentFully aligned with the UN Charter, international human rights law, OECD AI Principles, and relevant ISO/IEC cybersecurity standards.




Global AdaptabilityJurisdiction-neutral, modular, and suitable for national, regional, or multilateral adoption without compromising sovereignty or constitutional order.





Intended Use

This publication functions simultaneously as:



a model legislative reference for states and parliaments,

a policy and institutional blueprint for executive authorities and multilateral organizations (including UN-affiliated bodies), and

an advanced scholarly contribution to global discourse on AI governance, peacebuilding, and digital statecraft.


It is intended for parliamentary deliberation, institutional design, strategic policy analysis, and advanced academic research.



Legal & Institutional Note

This document is published as an independent scholarly and policy framework.It does not carry binding legal force unless formally adopted or enacted by a competent authority. All responsibility for interpretation and implementation rests with the adopting institution.



Version & Archival Integrity

This Zenodo record corresponds to the Final Ultimate Edition (Audit-Defensible Master Version).Any future revisions, adaptations, or derivative instruments shall be issued under separate version identifiers to preserve citation clarity and archival integrity.



Keywords

Artificial Intelligence Governance · Predictive Diplomacy · Markovian Modelling · Peacebuilding · Conflict Prevention · Ethical AI · Digital Statecraft · International Law · Cybersecurity · Post-Quantum Cryptography · Human-in-the-Loop Systems · Global Governance