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Are these models high risk because of their lack of interpratability? Specialized models like temporal fusion transformers attempt to solve this but in practice
by one_buggy_boi 3y ago
Are these models high risk because of their lack of interpratability? Specialized models like temporal fusion transformers attempt to solve this but in practice I'm seeing folks torn apart when defending transformers against model risk committees within organizations that are mature enough to have them.
- tomrod 3y agoInterpretability is just one pillar to satisfy in AI governance. You have build submodels to assist with interpreting black box main prediction models.