GPT Political Compass

Overview

A Google Colab notebook that evaluates the political orientation of language models by generating responses to a standardized set of questions and plotting them on a two-axis political compass chart. It is designed for quick, reproducible analysis without local setup.

Best for

Best for
Developers and researchers who want a quick, reproducible way to compare political bias across GPT models.

Use cases

• Assessing the political bias of different GPT model versions
• Comparing outputs of fine-tuned vs base models on political dimensions
• Demonstrating or teaching model evaluation in a controlled Colab environment

Notes

A Google Colab notebook that evaluates the political orientation of language models by generating responses to a standardized set of questions and plotting them on a two-axis political compass chart. It is designed for quick, reproducible analysis without local setup.

Use cases

• Assessing the political bias of different GPT model versions
• Comparing outputs of fine-tuned vs base models on political dimensions
• Demonstrating or teaching model evaluation in a controlled Colab environment

Pros

• No local installation required, runs entirely in the browser via Google Colab
• Quickly produces a visual political compass for easy interpretation
• Free to use with a Google account

Cons

• Relies on Colab’s resource limits, which may constrain larger models
• Results depend heavily on prompt wording; no built-in mitigation for prompt sensitivity
• Not a production-grade tool, intended more for exploration and education

Indexed from awesome-langchain and enriched against its public facts.