Innovative Policy Solutions for a Smarter Digital Future







Latest Work

Our Work
Augmented Democracy using AI Twins
Conducted world’s first LLM-driven direct democracy experiment with live GenZ voters. We created two AI Variants: (1) Digital Twins, and (2) AI Economicus, testing the GPT-4 model to predict complex voting choice, and its ability to act as an objective, data-driven assistant. Participants’ testimonials indicated a high adoption tendency for AI-driven Voting Assistants.
Interdependencies report on systemic asset-linkages in crypto ecosystems
We highlight the role of interconnections, systemic risks and contagion in a clear web of “systemically important crypto institutions” for risk management & crisis control mechanisms. The findings from our report have been incorporated into the final crypto asset guidelines issued by the G20 as well as recognized by IMF-FSB and financial regulators across 44 countries.
Expert Delegation on AI to EU Parliament and EU Commission
We contributed to high-level expert group discussions on governance frameworks for AI, held at both the European Parliament and the European Commission. These engagements took place in the lead-up to the formal adoption of the EU’s AI Act in 2023, allowing us to provide early strategic inputs on one of the world’s most comprehensive AI regulatory efforts.
GPAI Presentation on AI Policy
Presented our ongoing AI policy research at the invited expert panel – “Democratizing Harmful Content Moderation” during the GPAI 2023 New Delhi summit (under India’s presidency).
About Us
Our Approach
Cross-domain Research

Systems Thinking

Data-Driven Analysis

Global Perspective

Mission
At Policy 4.0, our mission is to serve as an indispensable resource for governments and policymakers navigating the complex policy landscape surrounding emerging technologies. Through rigorous research, strategic foresight, and actionable policy frameworks, we enable informed decision-making that drives forward-thinking, real-world solutions.
Vision
Founder's Introduction
