Certification Pillars
Data
- Relevance
- Representativeness
- Quality
- Data Drift
- Bias
- Logging & Audit
Model
- Scope & Function
- Human in the loop
- Fit for Purpose
Process
- Acceptance Testing
- Customer Protection
- Bias testing
- CI/CD
Governance
- Organisational
- Team
- Data Management Strategy
- Awareness
Ethics
- Informed consent to use data
- Safety and transparency
- Algorithmic fairness and biases
- Data privacy
- Human judgement
Moderator:
Pavol Bielik, Latticeflow
Moderator:
David Haber, Lakera
Moderator:
TBD
Moderator:
Rok Zaloznik, SAIA
Moderator: Alessandro Blasimme, ETH
