Changes

# Expand the pre-production testing requirement to cover model bias testing.

# Expand the pre-production testing requirement to cover model bias testing.

# Mandate the completion of Gender Based Analysis Plus during the development of a system.

# Mandate the completion of Gender Based Analysis Plus during the development of a system.

# Establish explanation criteria in support of the explanation requirement and integrate them into the Algorithmic Impact Assessment (AIA).

# Establish explanation criteria in support of the explanation requirement and integrate them into the [https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai/algorithmic-impact-assessment.html Algorithmic Impact Assessment (AIA)].

# Expand the AIA to include questions concerning an institution's reasons for pursuing automation and potential impacts on persons with disabilities.

# Expand the AIA to include questions concerning an institution's reasons for pursuing automation and potential impacts on persons with disabilities.

# Mandate the publication of complete or summarized peer reviews and require completion prior to system production.

# Mandate the publication of complete or summarized peer reviews and require completion prior to system production.

=== Expected outcomes ===

=== Expected outcomes ===

The recommendations would ensure that automated decision systems impacting federal public servants are fair and inclusive; reinforce transparency and accountability; strengthen protections against discrimination and harm; and clarify requirements; and support operational needs.

The recommendations would ensure that automated decision systems impacting federal public servants are fair and inclusive; reinforce transparency and accountability; strengthen protections against discrimination and harm; clarify requirements; and support operational needs.

== '''Stakeholder Engagement''' ==

== '''Stakeholder Engagement''' ==