Algorithmic First Aid Kits

A DIY toolkit including basic tools and instructions to diagnose and mitigate common algorithmic biases in critical systems (e.g., healthcare, finance). Designed for use in scenarios where professional support is unavailable or distrusted. Comes with how to guides in multiple languages.

Future Scenarios that inspired this product idea

Network societies develop sophisticated AI auditing tools using privacy-enhancing technologies to ensure algorithmic transparency and accountability without compromising individual privacy.

Extrapolated from We need network societies, not network states - Cip.org