The article introduces a concept for a peace conference leveraging AI to address key issuesrelated to ending the war in Ukraine. The focus includes dismantling Russian propaganda,advancing the demilitarization of Russia, tackling the spread of hate incitement, and addressing the inability of Putin’s administration to make concessions. Rather than predefining the structure of the conference, the proposal suggests starting experimentally, iterating based on insights andresults. A scientific data repository and a dedicated journal are proposed to document theproject's progress and gather responses from external participants. AI would play a central role in generating innovative solutions, improving methodologies through iterative steps, and helping manage the complexity of these challenges. The project envisions building a collaborative platform for experts and AI tools to work together. The initiative is designed as a long-term effort to support Ukraine's stability even after the war ends. The approach blends technology, international cooperation, and experimental strategies to seek impactful outcomes. By combining AI’s analytical capabilities with human creativity, the peace conference aims to foster practical and scalable solutions. This vision reflects a novel way of addressing complex geopolitical conflicts through advanced technology and collective problem-solving.