Observatory of Examples of How Open Data and Generative AI Intersect

A growing observatory of examples of how open data from official sources and generative artificial intelligence (AI) are intersecting across domains and geographies.

Share your project for inclusion. We seek to learn from generative AI initiatives that use open government and research data across a Spectrum of Scenarios. More information on each scenario can be found in our report: A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI.

Democratic Fine-Tuning with a Moral Graph
Democratic Fine-Tuning with a Moral Graph (DFTmg) is a new method for aligning AI language models with human values through large-scale public discussions. The project used a survey of 500 Americans political views that they anonymized and made public as open research data on github. This process aims to develop AI models that make better decisions by incorporating public input into the training process. This work was supported by OpenAI.

Region

north_america

Sector

non-profitprivate_sector

Scenario

open-ended_exploration

Start Date

2023

Location: Global