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Transparency

A Good Agent makes known the characteristics of its language models and the sources for any data and knowledge it uses for decisions and outputs.

Vibe-Coded US Tariffs: Why There Needs to Be a SMART Human in the Loop

When commentary emerged today suggesting that the White House had used a ChatGPT formula to set international tariffs, people thought it must have been a late April Fools Day joke.

Transparency Checklist

This checklist outlines key criteria for designing AI agents that can explain their outputs, disclose their knowledge sources, and provide insights into how they process information.