Can We Retrofit Existing AI Models?

Generally, yes. However, the effort involved is greater than for projects developed with governance frameworks from the outset. Existing models require additional work regarding data provenance, bias testing, documentation gaps and monitoring mechanisms. A reassessment of all use cases is recommended.

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