Perspective · 02

Evidence before eloquence

A persuasive answer is not the same as a decision-ready answer.

High-stakes AI should make its sources, assumptions, gaps, and transformations visible. Grounding is not merely retrieval; it is a chain of accountability from evidence to interpretation to recommendation. If a user cannot challenge the chain, the interface is hiding the most important part of the system.

Apply the idea

Use this principle as a review question: where is the relevant evidence visible, what remains governed by explicit rules, and who has the authority to challenge or stop the system?