Why this topic matters
Synthetic outputs can be persuasive before they are reliable. Risk work keeps simulations honest about validity, privacy posture, and downstream impact.
- Identify regulatory and reputational risk triggers in synthetic workflows.
- Require validation, stability, and sensitivity checks before decision-grade use.
- Control misuse through disclosure, logging, and restricted use policies.
Use this page to
- Brief leadership on synthetic risk posture.
- Integrate risk controls into pilot plans.
- Track compliance triggers as you scale.
Tip: pair with population framing and disclosure labels to reduce over-claiming risk.
Articles tagged Risk
Risk lenses on synthetic personas, twins, and simulated panels.
Governance • Regulation
Where AI Act, GDPR, FTC posture, and state AI laws intersect with synthetic personas and digital twins.