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> 'Fair & transparent' and 'blind' are two different things, and neither are subsets of each other.

This is true if you consider a single subject, but no longer true if you consider different stakeholders and their needs separately.

(Disclaimer, this describes part of a service we provide)

Specific to your point, in a hiring system modelled like ours:

* Employees assessing a particular hire can operate blind (or near-blind in the case of interviews).

* Hiring managers can have access to identifying information (but by default just see aggregated scoring data).

* D&I managers can see aggregated demographic stats.

* Candidates see their own data & scoring info



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