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Global analytics software leader FICO is highlighting the importance of interpretable machine learning and guardrails when using generative AI, as all data is biased and can lead to disparate impacts and discrimination. FICO recommends businesses assume all data is biased, dangerous and a liability, and use interpretable machine learning to understand what the model has learned and judge whether it is a valid tool.
