No black box theater
Show the excerpt, the score, or the alternative.
Approach
Poe by Quora lets users chat with multiple AI bots from one interface.
Poe is built for AI Chatbots: inputs, outputs, and a human review step when the answer matters.
Poe does not hide the source. If the model is unsure, the UI says so.
Guardrails
Show the excerpt, the score, or the alternative.
High-risk actions wait for a person.
Training on customer files is opt-in, never silent.