Common Good Cyber Fund

Project Summary The Common Good Cyber Fund strengthens the cybersecurity of civil society actors—NGOs, journalists, human rights defenders—who are increasingly targeted yet under-resourced. We provide rapid, flexible funding, technical expertise, and capacity-building to nonprofits who enhance digital resilience. Our goal is to enable secure participation in digital public infrastructure and ensure AI technologies support—not endanger—democratic … Continued

Youth Alliance for Local Adaptation and Peace

Project Summary YALAP is a youth led network that fosters climate resilience and peacebuilding in conflict affected countries. It brings together youth organizations and community leaders to co develop solutions for climate adaptation and conflict mitigation, particularly in fragile and low resource settings. The initiative strengthens local governance by promoting youth participation, indigenous knowledge, and … Continued

Building a Shared Future for Israel-Palestine

Project Summary A Land for All is a joint Israeli-Palestinian initiative advancing a confederative vision: two sovereign states—Israel and Palestine—sharing one homeland with open borders, freedom of movement, and joint institutions. Targeting both peoples, who are deeply intertwined yet trapped in cycles of fear, violence, and exclusion, ALFA offers a realistic, pragmatic path out of … Continued

Deep trace

Project Summary Deep Trace is a digital solution designed to bring transparency and accountability to the journey of critical minerals. It combines real-time carbon accounting, blockchain-based traceability, and ESG monitoring to support mining actors, processors, and buyers in building cleaner, more ethical supply chains. The platform addresses the urgent need for trustworthy data amid the … Continued

Dalil

Project Summary  Dalil is an AI-powered media monitoring and analysis suite that helps users navigate information disorder. You can cut through the noise its powerful toolkit, find the right angles to probe claims, and identify key patterns and insights from open sources. Launched in 2023, Dalil has evolved into a media monitoring and analysis suite … Continued

Phoenix: Social Media Tool for Peacebuilders

Project Summary Phoenix is a social media analysis tool designed to support the work of peacebuilders and mediators working to reduce conflict in communities experiencing division or violence. It is an open-source, non-commercial platform enabling ethical monitoring of social media actors and content without requiring specialized technical skills. With Phoenix, peacebuilders can gather public posts … Continued

MIT AI Risk Repository

Project Summary The MIT AI risk Repository is a comprehensive living database of over 700 AI risks categorized by their cause and risk domain. The AI Risk Database captures 700+ risks extracted from 43 existing frameworks, with quotes and page numbers. The Causal Taxonomy of AI Risks classifies how, when, and why these risks occur. … Continued

Hura: Decentralized Train LLM

Project Summary Hura is a decentralized Large Language Model (LLM) that leverages blockchain technology to ensure secure, transparent, and private AI solutions. The project aims to democratize access to AI by allowing individuals and organizations to use AI tools for social good, without the risk of centralized control or privacy concerns. Hura provides AI-driven services … Continued

AI-Driven Pluralism

Project Summary Pluralisme, an initiative by Magic LEMP, uses AI to offer a real-time search and analysis engine for political speeches, covering TV, radio and certified social network accounts. The aim is to provide a summary and analysis of the speeches of over 3,000 public figures. This project is aimed at citizens, journalists and politicians, … Continued

A Technical Solution for Algo-Transparency

Project Summary In 2019, a terrorist attacked Christchurch, New Zealand. A subsequent report found that the terrorist was inspired by content online. The Christchurch Call is a multistakeholder community response intending to eliminate terrorist and violent extremist content online. The Initiative on Algorithmic Outcomes is a part of the Call and specifically aims to better … Continued