Citymeetings.nyc is an independent initiative that uses LLMs to synthesize information from New York City Council meetings. It uses data from Legistar, an online platform where the government posts meetings summaries and agendas.

The Data Science Campus of the United Kingdom's Office for National Statistics has developed ClassifAI, an experimental tool that uses large language models to organize text into categories (e.g. industry). It aims to improve upon existing classification methods by offering greater flexibility and potentially higher accuracy for tasks such as categorizing labor market survey responses. The code has been released as open-source. The developers note that further assessment is needed before potential use in official statistics production.

Trained on satellite imagery and earth observation data, Clay is a generative AI foundation model designed to understand and analyze Earth's surface. It can generate mathematical representations of any location on Earth at any given time, which can be used for various tasks like creating land cover maps, detecting crop or burn scars, and tracking deforestation. The AI model is open source.

The DC Compass AI assistant is a generative AI chat interface that provides answers to user queries based on datasets from Open Data DC. The interface can provide a summary of a dataset, supporting visualizations, graphs, and other maps. Currently, this project is a pilot program running a beta test open to the public. The team notes that the quality of the output is impacted by the quality of the data from Open Data DC as well as the breadth of data included.

GeoLLM-Engine, developed by researchers at CoStrategist R&D Group and Microsoft Corporation, is an interface for interacting with geospatial data. The system includes a set of tools for analyzing maps and conducting spatial research. The development team is currently focused on improving the quality of outputs and refining the user interface. GeoLLM-Engine aims to serve professionals in fields that utilize geospatial analysis, such as urban planning and environmental monitoring.

GoldCoin is a large language model developed for the legal domain by researchers at the Department of Computer Science and Engineering, HKUST, in Hong Kong SAR, China. It specializes in detecting violations of HIPAA privacy rules based on specific queries. The model was trained using legal data from Harvard University's Caselaw Access Project, which offers public access to United States legal decisions. The research team suggests that GoldCoin could potentially be adapted to address other privacy laws in the future.

GovTech's Data Science and Artificial Intelligence Division (DSAID) has developed a system to assist in drafting parliamentary replies* using artificial intelligence. The project uses machine learning techniques to train language models on past parliamentary data, aiming to generate responses that match the style and accuracy of official replies. This tool is designed to help public servants in Singapore more efficiently prepare answers to parliamentary questions, while also exploring the broader potential of customized AI models for government applications. *Parliamentary replies are official answers given by government ministers or representatives to questions asked by members of parliament during legislative sessions.

The I14Y Interoperability Platform is Switzerlands national data catalogue, designed to improve access to data between authorities, businesses, and citizens. It provides a centralized repository for data collections, application interfaces, and government services from different levels of government. The platform offers services such as a searchable catalogue, concept definitions, news updates, and a handbook to support users in navigating and using Switzerland's data infrastructure.

LuminLab is an online platform that employs generative AI to offer information on improving building energy efficiency. The model is trained using open data from the Energy Performance Certificate dataset provided by the Sustainable Energy Authority of Ireland. The developers are currently working on enhancements, including the integration of geospatial data to generate 3D images of various areas, aiming to expand the platform's capabilities and visual representations.

Microsoft and Planet collaborated with humanitarian organizations to analyze the impact of Hurricane Beryl in Granada. This experimental tool uses the Microsoft AI for Good Damage Assessment Visualizer to analyze satellite images from Planet, estimating damage to buildings and structures on the island of Carriacou. The tool provides visual data to support frontline workers in disaster response and logistics.

Wobby is a generative AI-powered interface that can answer queries related to a specific open datasets and produce summaries of those datasets and visualizations as responses. The platform is focused primarily on democratizing access to open government data, and currently hosts datasets from organizations like Statbel (Belgium’s national statistical office), Statistics Netherlands and Eurostat, as well as data from intergovernmental organizations like the World Bank. Wobby's last update allows for automatic data updates and real-time analysis based on current information.