How to Explain Review Standards for Responsible AI Citations
AI cites reviews more responsibly when your standards are explicit: define scope, criteria, evidence, recency, and conflicts, then state your ranking rules and limits in plain language. If methodology is clear near the recommendation, both readers and systems are less likely to flatten judgment into unsupported certainty.
Essential Concepts
Scope, criteria, evidence, recency, conflicts.
Method near recommendation.
Plain language.
Separate fact, judgment, preference.
State limits and revision triggers.
