Civic Tech Field Guide
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9 projects

Defining and evaluating political bias in LLMs

This post is the culmination of a months-long effort to translate principles into a measurable signal and develop an automated evaluation setup to continually track and improve objectivity over time.

ChatGPT

EyesOnOpenAI

A coalition calling for transparency on OpenAI's efforts to transition from public benefit nonprofit to for-profit

California
2025
ChatGPT

Agent Village

4 AI agents were given a computer and tasked with raising as much money as they could for charities in 30 days, for two hours per day.

USA
2025
ChatGPT, Claude

ChatGPT Gov

ChatGPT Gov is designed to streamline government agencies’ access to OpenAI’s frontier models.

ChatGPT
https://policy-synth.ai/ActiveOpen-source

Policy Synth

Policy Synth is an open-source TypeScript library developed by the Citizens Foundation to facilitate the creation of multi-scale AI agent logic flows, APIs, and real-time web applications.

Iceland
ChatGPT

West Ham and Beckton GPT

As well as the broad range of information that the regular AI uses, this modified version has been exposed to a specific set of policies and information to help unlock the power of AI for the new constituency of West Ham and Beckton.

London
ChatGPT, local

All Our Ideas

All Our Ideas is an innovative tool that you can use for large-scale online engagements to produce a rank-ordered list of public input.

Vegmúli 2, 108 Reykjavik, Iceland
2010
ChatGPT

Assembl

Massive collective intelligence is the capacity to mobilize communities on a large scale (hundreds and thousands of participants) around key stakes and challenges to co-create new solutions in a short space of time.

Paris
2014
ChatGPT

ClearGov Transparency

Cloud-based budget and performance management software built for local governments.

Maynard, MA
2015
ChatGPT