Workflows · Imagine
Reward & Explainability
A pre-launch audit that writes the AI's reward function in plain English and maps its proxies to real user outcomes, paired with a transparent explanation of each automated decision.
Why it matters
A truthful answer to “who benefits when this metric goes up?”, exposing vanity metrics and misaligned optimisation before you ship.
In the workspace
What you fill in
This tool is on its way to the workspace. Until then, the steps above are enough to run it on paper or in a shared document.
More in Workflows
How does the system learn, decide, and explain?