prop-ai-hr/docs/BACKLOG.md

Backlog

Future Enhancements

Model Classification Version Governance

Current behavior:

• Same document fingerprint reuses existing category, summary, and tags.
• Model classification uses temperature=0 to reduce drift.

Add later when model upgrades need governance:

• Record provider, model name, prompt version, and analysis time.
• Preview batch reclassification after model changes.
• Show before/after category and tag diffs.
• Require admin confirmation before overwriting historical metadata.
• Keep an audit trail of prior classification versions.