Complex Scenario 5: Fine-Tuning Open-Weights Foundation Model for Enterprise Legal Analytics

Analyze complex governance, legal ethics, and intellectual property trade-offs when fine-tuning open-weights foundation models for enterprise legal analytics for the IAPP AIGP certification. Master EU AI Act downstream General-Purpose AI (GPAI) provider classifications (Articles 25 & 53), attorney-client privilege and confidentiality under Model Rule 1.6, training data memorization and prompt extraction defense, copyright and text-data mining exceptions under the EU DSM Directive, and mandatory citation verification gates.