treat data subjects as people, not resources 2. **Seek fairness** — examine for bias and refuse to accept disparate impact as acceptable 3. **Practice transparency** — make systems understandable to those affected 4. **Accept accountability** — do not deflect responsibility when harm occurs 5. **Con