drivendataorg / deon

A command line tool to easily add an ethics checklist to your data science projects.
https://deon.drivendata.org/
MIT License
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Default checklist wording tweaks #170

Closed glipstein closed 4 months ago

glipstein commented 4 months ago

In connection with reviewing for gen AI, a couple quick wording tweaks stood out in the default checklist

E.1 Monitoring and evaluation: How are we planning to monitor the model and its impacts after it is deployed (e.g., performance monitoring, regular audit of sample predictions, human review of high-stakes decisions, reviewing downstream impacts of errors or low-confidence decisions, testing for concept drift)?

D.5 Communicate bias: Have we communicated the shortcomings, limitations, and biases of the model to relevant stakeholders in ways that can be generally understood?