An assistant confidently invents a policy clause that does not exist in the supplied material. Which approach best fits?

1. Plan suitable labeling and quality review before supervised training.
2. Improve source quality, freshness, and document governance.
3. Treat the response as a hallucination and improve grounding and verification.
4. Supply current approved information through retrieval or supported tools.