iLEAD AFRICA has launched iMonitor, a citizen-driven digital accountability platform aimed at promoting transparency, strengthening public service monitoring, and deepening participation in governance ahead of the 2027 general election.

• Government transparency
• Crowdsourcing
• Issue reporting

Civic tech and urban safety project that uses participatory research and co-design with women and LGBTQ+ communities to map safe/unsafe spaces and build community-driven tools— including a safe space certification, anti-harassment interventions, and a digital platform for trusted mobility, peer support, and collective care.

• Digital security and privacy
• Crowdsourcing
• Civic maps

Independent documentation of relief contributions for families affected by the Wang Fuk Court incident.

• Civic data
• Watchdogging and transparency
• Disaster response and humanitarian tech

"Displaying expert opinions and disagreement on SB 1047" - LLMs Tools for Public Discourse

"LLM tool creates mediating statements between people in disagreement using one of five mediation strategies from Thomas-Kilmann conflict mode instrument (TKI)" - LLMs Tools for Public Discourse

"The LLM dynamically downranks harmful content on social media platforms (e.g. Youtube) for improved content moderation online." - LLMs Tools for Public Discourse

"Debate Interface for expert discussions in context and with argument tracing e.g. social or peer review." - LLMs Tools for Public Discourse

A bill for an act relating to education; providing for a civic seal designation for high school students; proposing coding for new law in Minnesota Statutes, chapter 120B.

• Civic literacy
• Civics education

"Using LLMs to study human behavior, by creating agents that ineract with each other." - LLMs Tools for Public Discourse

This plot shows the 1,138,841 most frequently assigned texts in the Open Syllabus corpus, a database of 7,292,573 college course syllabi.

"LLM tool that can generate responses to social media misinformation with credible citations. Works w/ image content." - LLMs Tools for Public Discourse

WeLivedIt.AI is a platform tackling online toxicity through customisable AI moderation.

"LLM generates contextualized responses to hate speech based on empathy or warning of consequences." - LLMs Tools for Public Discourse

"Chatbot that allows voters to "talk" with party programs before elections." - LLMs Tools for Public Discourse

The system has been extensively utilized by disaster management authorities, enabling the dissemination of over 134 billion SMS alerts, till date, in more than 19 Indian languages during natural disasters, weather warnings, and cyclonic events.

• Govtech
• Disaster response and humanitarian tech
• Communicating with the people

Supernotes are AI-generated fact-checking notes that synthesize information from several existing (human-authored) community notes and are written to foster consensus among a diverse set of users.

"Collectively generated meta tagging -> focuses on BIPOC / queer / sex-positive communities" - LLMs Tools for Public Discourse

"LLM-based "grading" of toxicity levels of Telegram channels to help users identify where they want to participate." - LLMs Tools for Public Discourse

"This bot can be tagged/chat on X, Telegram and Discord to fact-check other people's posts." - LLMs Tools for Public Discourse

"App interatively builds consensus policies using LLMs and input from constituents." - LLMs Tools for Public Discourse

"This bot can be tagged/chat on X, Telegram and Discord to retrieve multimodal references as a search assistant" - LLMs Tools for Public Discourse

"An API fork of Polis, collaboration of code for NL and government of South Holland." - LLMs Tools for Public Discourse

"An AI voice that conducts surveys on regular phone calls without internet that can speak almost every language, and create reports." - LLMs Tools for Public Discourse

"Using voice LLMs to facilitiate and moderate phone discussions." - LLMs Tools for Public Discourse

"Korean LLM project was used to provide comfort for elderly people." - LLMs Tools for Public Discourse

"A platform where people can come together to discuss the most pressing issues facing society today." - LLMs Tools for Public Discourse

"An extensible service for creating and experimenting with assistive interactive agents in multi-modal, intentional conversations, both online and hybrid." - LLMs Tools for Public Discourse

SILT Core is a spec-first framework for modelling authority, consent, delegation, and revocation in digital systems, drawing on long-standing private-law concepts such as agency, mandate, and reliance.

• Blockchain
• Data governance
• Digital standards

"Tool to provide context on any text on the page." - LLMs Tools for Public Discourse

"An AI chatbot designed by Digital Public Square to put user safety at the forefront and create a private space for engagement on polarizing issues." - LLMs Tools for Public Discourse

"Deliberative platform for citizen participation in Japan." - LLMs Tools for Public Discourse

"Bluesky add-on that gives in-time feedback on the toxicity of your posts." - LLMs Tools for Public Discourse