design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
Ethical AI Certification Marketplace
A platform connecting AI developers with certified ethical AI auditors and validators. Offers diverse certification levels based on industry-specific ethical standards and guarantees investment-readiness.

Future Scenarios that inspired this product idea

AI ethics boards in major investment firms become mandatory, assessing potential investments for algorithmic bias and societal impact before funding is approved.
Extrapolated from SoftBank explores investing billions in OpenAI partnership - Quartz India

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.