A farmers-market stall-draw assistant “just knows” which vendor gets the corner booth. Board members cannot tell what records it saw or why a stall was flagged. What principle must they require?
Select an answer to reveal the explanation.
Short Explanation
A stall-draw tool that “just knows” fails transparency. People affected should understand, in plain language, what data the system used and why an output appeared. A new tokenizer, an RLHF definition, and a data card alone do not restore that explainability.
Full Explanation
Transparency means the people affected can understand how the system works, including training data, intended use, and — where possible — why an output appeared. A stall-draw tool that “just knows” fails that test. A tokenizer change or an RLHF definition does not restore explainability. A data card helps documentation but does not replace a plain-language account for the board and vendors.