Opt-Out AI Data Policies

Design a policy framework for AI training data that balances national interests, fair compensation, and innovation. Compare opt-out versus mandatory licensing, data provenance, consent regimes, and enforcement across sectors. Propose metrics to measure impact on creativity, industry vitality, and user rights.