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Proof Of Actual Bias Not Required To Show Conflict Of Interest

Client Alert | 1 min read | 12.07.06

Using the rarely-invoked exception to its timeliness rules for protests raising issues of widespread interest to the procurement community, the GAO in Celadon Laboratories, Inc., (http://www.gao.gov/decisions/bidpro/ 298533.pdf, Nov. 1, 2006) upheld a protest challenging an HHS decision not to fund the protester’s Small Business Innovation Research proposal, finding a conflict of interest where the members of the Special Emphasis Panel (SEP) that evaluated (and rejected) the proposal were employed by, or funded by, firms that support a competing technology. Because of the specific conflict information protester brought to the agency’s attention during the evaluation, GAO not only rejected HHS’s reliance on its SEP’s self-certification but also, rejected the argument that actual bias must be shown and instead concluded that in cases in which the evaluator has a conflict, prejudice is presumed.

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Client Alert | 4 min read | 05.13.24

Harmonizing AI with EEO Requirements: OFCCP’s Blueprint for Federal Contractors

Now more than ever, federal contractors find themselves at the intersection of innovation and regulation, particularly in the realm of Artificial Intelligence (AI).  AI is now incorporated into a broad range of business systems, including those with the potential to inform contractor employment decisions.  For that reason, the Office of Federal Contract Compliance Programs (OFCCP) has issued new guidance entitled “Artificial Intelligence and Equal Employment Opportunity for Federal Contractors” (the “AI Guide”).  OFCCP issued the AI Guide in accordance with President Biden’s Executive Order 14110 (regarding the “Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence”), which we reported on here.  The AI Guide provides answers to commonly asked questions about the use of AI in the Equal Employment Opportunity (EEO) context.  The AI Guide also offers “Promising Practices,” which highlight a number of important considerations for federal contractors.  Focusing on federal contractors’ obligations and attendant risks when utilizing AI to assist in employment-related decisions, the AI Guide also provides recommendations for ensuring compliance with EEO requirements while harnessing the efficiencies of AI....

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