- Open-Source Models — Training Data Provenance
- Open-Source Models — Licensing Compatibility
- Open-Source Models — Development Governance Gaps
- Open-Source Models — Bias Testing & Adversarial Evaluation History
- Open-Source Models — Residual Non-Conformity Risk
- Commercial APIs — Contractual Terms & SLAs
- Commercial APIs — Provider Data Handling & Geographic Considerations