AI Safety Graph

<img src="/docs/assets/ai_graph_3_sec.gif" width="100%"> <div align="center">

📅 Recent Updates

[August 2024] 🥇 First Place at Research Augmentation Hackathon
[January 2025] 🎉 Now part of Apart Lab Studio!

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👉 Check out the live version here: AI Alignment Research Graph

👋🏻 Getting Started & Join Our Community

Whether you're a newcomer or a seasoned researcher, we have a place for you in our community. Here are some ways to get started:

| | Visit the website | | :---------------------------------------- | :----------------------------------------------------------------------------------------------------------------- | | | Join our Discord community! |

[!IMPORTANT]

Star Us, to get updates from GitHub ~ ⭐️

Features

• Interactive graph visualization of AI Alignment Research
• High-Quality LLM-based segementation of papers
• Search for papers by title, author, or abstract
• Click on a node to view a summary of the topic

Local Build

To build locally, first clone with submodules:

# Clone repo with submodule
git clone --recurse-submodules https://github.com/ai-safety-graph/AISafetyGraph.git
# Or if you've already cloned without submodules:
git submodule update --init --recursive

# node lts/iron
npm i
npx quartz build --serve

Development Notes:

• the aisgraph_quartz submodule points to aisgraph which is a fork of quartz
• the content folder stores the markdown files that represents the graph strucuture
• the generate_md folder contains the code to generate the .md files
• generating .md files requires ai-alignement-dataset-jsonl-file to be placed under generate_md/dataset folder
• generating .md files requires a anthropic api key to be stored in /generate_md/.env file

Troubleshooting

<details> <summary>If you get ADDRINUSE: address already in use :::8080</summary>

npx kill-port 8080

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Contributors

Acknowledgements

• Thanks to alignment-research-dataset for the dataset
• Built using Quartz v4
• Commits prior to commit hash #5c7cb55 come from the quartz v4 web framework, this is to allow easier updates of the web-framework using git pull upstream

| <img src="docs/assets/LISA.svg" width="120" alt="LISA"> | <img src="docs/assets/Apart.png" width="120" alt="Apart Research"> | <img src="docs/assets/SAIL.png" width="120" alt="SAFE AI London"> | |:---:|:---:|:---:| | LISA | Apart Research | SAFE AI London |

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TODO:

• [ ] Refactor the code in explore_ds.py to output in json and not yaml format
• [ ] run llm_cluster.py on the entire source

Improvements:

• [ ] explore_ds.py currently filters by arxiv papers, could also support other sources

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