A community-orchard kiosk invents a cultivar name and a made-up spray warning in a confident tone. Visitors would act on it. How should the orchard treat that output?
Select an answer to reveal the explanation.
Short Explanation
A confident invented cultivar and spray warning is a trust failure, not a creative win. Ungrounded fluent advice needs grounding, a refusal, a citation, or human review. Restating the definition of hallucination does not protect the visitor.
Full Explanation
Hallucination is a trust failure when users cannot check the claim and the advice is actionable. A confident invented spray warning can cause real harm. Mitigation is grounding, refusal, citation, or human review — not restating a definition. Ingest and chunking are data-prep topics, not a substitute for that visitor-facing duty.