EthicalEvalMAS provides a modular environment to assess multi-agent systems across key ethical dimensions such as justice, autonomy, privacy, transparency, and beneficence. Users can generate custom scenarios or use built-in templates, define bespoke metrics, execute automated evaluation scripts, and visualize outcomes through built-in reporting tools. Its extensible architecture supports integration with existing MAS platforms and facilitates reproducible ethical benchmarking across different agent behaviors.

The Frontier Model Forum is a collaborative industry body formed by leading technology companies such as Microsoft, Anthropic, Google, and OpenAI. The Forum is committed to advancing AI safety research, promoting the responsible development of frontier models, and minimizing potential risks associated with AI technologies. By drawing on the expertise of its members, the Forum aims to contribute to the public good by sharing best practices and developing a public library of AI safety resources.