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However, the “Black Box Dilemma,” where the inner workings of AI algorithms are not easily understood, complicates this transparency, potentially leading to confusion and mistrust ( Brooks 2021; Kim and Bodie 2021).

There are several risk scoring systems that you can purchase, but they tend to be “black boxes.”

The search terms used were therefore “equal” and “pay” as explained in the first box of Figure 2.

Accordingly, the bureau is considering adding a comorbidity section to its treatment request form with check boxes for the patient’s comorbidities, such as cancer, congestive heart failure, chronic obstructive pulmonary disease (COPD), diabetes, hypertension (high blood pressure), obesity and smoking.

These new pay range transparency laws have also forced organizations to open up and communicate broader aspects of their rewards programs, such as their overarching compensation philosophy, market pricing, job grading and compensation administration frameworks that may have historically been black boxes to managers and employees.

For many companies, inviting employees to peer into the rewards black box is a high-stakes game.