Changes

== The Path Forward ==

== The Path Forward ==

The development of a process for bias identification and mitigation is a step towards a framework that supports responsible use of AI. In order to fully develop this framework, guidance for additional processes is required. In particular, the theme of Explainability is another topic with requirements that are unique to the use of AI. Next steps in this area will require the identification of tools and the development of guidance to support the use of interpretable models and explainability algorithms for black-box models. Further to this, a more general process is require to enable project teams to assess their compliance across all themes of responsible AI. The OCDS is currently undertaking the development of these resources.

The development of a process for bias identification and mitigation is a step towards a framework that supports responsible use of AI. In order to fully develop this framework, guidance for additional processes is required. In particular, the theme of Explainability is another topic with requirements that are unique to the use of AI. Next steps in this area will require the identification of tools and the development of guidance to support the use of interpretable models and explainability algorithms for black-box models. Further to this, a more general process is required to enable project teams to assess their compliance across all themes of responsible AI. The OCDS is currently undertaking the development of these resources.

== Bibliography ==

== Bibliography ==

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<references />