A Python utility for creating and interpreting AI Attribution statements, providing a standardized way to communicate the level and nature of AI involvement in creative and professional work.
This tool is based on the research published by IBM Research at https://aiattribution.github.io/. AI Attribution statements provide transparency about how AI tools were used in creating content, making it easier for readers, reviewers, and collaborators to understand the role of AI in the creative process.
AI Attribution statements consist of several components that describe:
- Proportion of AI use: How much of the work was AI-generated vs. human-created
- AI contributions: What types of contributions AI made (stylistic edits, content edits, new content)
- Initiative: Whether AI assistance was prompted by humans or proactively offered by AI
- Human review: Whether AI-generated content was reviewed and approved
- Model information: Which AI model or application was used
AIA PAI Ce Hin R Gemini 2.5 Pro v1.0
This translates to:
This work was primarily AI-generated. AI was used to make content edits, such as changes to scope, information, and ideas. AI was prompted for its contributions, or AI assistance was enabled. AI-generated content was reviewed and approved. The following model(s) or application(s) were used: Gemini 2.5 Pro.
uv tool install aiattribution# Create an AI Attribution statement
$ aia create
Create an AI Attribution Statement
? How much of this work was created or assisted by AI? (Use arrow keys)
Entirely AI (EAI) - The work was entirely AI-generated.
» Primarily AI (PAI) - The work was primarily AI-generated.
Human-AI Blend (HAb) - The work was created with an even blend of human and AI contributions.
Primarily Human (Ph) - The work was primarily human-created.
Entirely Human (Eh) - This work was entirely human-created, without the use of AI.
[...]# Understand an existing AI Attribution statement
$ aia interpret "AIA PAI Ce Hin R Gemini 2.5 Pro v1.0"
AI Attribution Statement
AIA PAI Ce Hin R Gemini 2.5 Pro v1.0
Explanation
The work was primarily AI-generated. AI was used to make content edits, such as changes to scope,
information, and ideas. AI was prompted for its contributions, or AI assistance was enabled. AI-
generated content was reviewed and approved. The following model(s) or application(s) were used:
Gemini 2.5 Pro.