Inspired by the global need to fight rising disinformation, societal fractures, and fraud, PerXAI built the first privacy-first AI assistant trained on your own data, with algorithms controlled by you.
We began by first articulating and codifying our Responsible AI Principles, which guided every investment, design, product development, engineering, marketing, and growth decisions.
1. Clearly articulate system optimization priorities (recall, precision, etc.)
Machine goals | human goals | business goals
Agreement on “noise"
2. Controls + familiarity
Balance predictability & serendipity
Build trust
3. Data: outcome quality depends on input quality.
Use the right training data: You are what you eat. You perform how you practice. (You get the idea.)
Give people control over their data.
4. Communicate consequences of actions and costs of failure
Define expected outcomes
Mitigation strategies
Edge cases (including emergencies)
Degrade gracefully
Train machine and person what and what not to ignore
5. Explain results
Communicate confidence
Suggest near-alternatives
6. Facilitate learning
Help users grow
7. Know what not to automate
8. Align to human needs
Understand your place in their workflow
Understand your place in the system
9.Demonstrate commitment to desired outcomes