Reference · Rule #1

Build Trust Through Transparent Reasoning

“Trust is earned through transparency — show your work, admit your limits, and let users verify your reasoning.”

AI systems must make their reasoning process visible and comprehensible to users, especially when making recommendations or decisions that impact outcomes. Users should always understand not just what the AI concluded, but how it arrived at that conclusion and what factors might change the recommendation.