Security Clearance Modernization, and More Hearings
The Department of Defense denied security clearances to 8,065 individuals in 2008, according to a recent congressional hearing volume. “These numbers represent a small percentage of the total number of security clearance investigations. The vast majority of investigations are adjudicated favorably.” See “Security Clearance Reform: Moving Forward on Modernization,” Senate Homeland Security and Governmental Affairs Committee, September 15, 2009 (published April 2010). (Update: The statistics on clearance denials are given on page 92 of the PDF version of the hearing.)
Among other recently published congressional hearing volumes on national security topics are these:
“An Uneasy Relationship: U.S. Reliance on Private Security Firms in Overseas Operations” (pdf), Senate Homeland Security and Governmental Affairs Committee, February 27, 2008 (published March 2010).
“Reauthorizing the USA PATRIOT Act: Ensuring Liberty,” Senate Judiciary Committee, September 23, 2009 (published April 2010).
“A Strategic and Economic Review of Aerospace Exports” (pdf), House Foreign Affairs Committee, December 9, 2009 (published April 2010).
These ideas aim to advance the detailed policy solutions needed to foster public trust and implement fairness in the adoption of AI across diverse domains, from healthcare and government benefits to rural access, education, and worker protections.
The evidence is clear: algorithmic pay-setting is established in app-based work, and payroll/timekeeping failures show how software can produce systemic wage harm at scale
While a few states have taken steps to implement decision-making mechanisms for certain AI systems, too many leaders are simply accepting narratives about AI’s purported public benefit at face value – jumping to the “how” of AI implementation before thoroughly vetting potential systems and deciding whether they are appropriate to use at all.
When properly structured — with specific numeric targets, secured financial obligations, independent monitoring, and meaningful enforcement — CBAs transform data center deals into durable community partnerships.