This recipe is about designing an entire democratic process—not just the AI tool within it. When AI is introduced into a deliberative setting, the surrounding process needs to change too: not just to make the AI work, but to make sure the democracy works.

This policy brief focuses on short-term action (2026-2028) around AI governance and provides practical guidelines for experts and policymakers. It introduces a framework that embeds democratic pillars — participation, freedom, equality, transparency, knowledge, and the rule of law — directly into the entire AI lifecycle.

The aim of the first three modules of KT4D’s Social Risk Toolkit thus focuses on the individual aspects of this challenge and is multifaceted.

The purpose of this document is to provide an overview of how AI, big data and frontier technologies impact rights from the data protection perspective.

The policy brief published by KT4D suggests that examining culture allows for a deeper understanding of societal responses to AI development.

There are both instrumental and intrinsic reasons to value democracy. In short, democracy is valuable instrumentally because 

Describes the difference between efficiency and democratic effectiveness