“Classified research constitutes a much smaller portion of the U.S. biodefense program than many might suspect,” according to Gerald L. Epstein, a specialist at the Center for Strategic and International Studies.
“Nevertheless, classified DHS biodefense research will constitute one of the most controversial parts of the U.S. biodefense program,” he observed in Congressional testimony (pdf) earlier this month.
“Even more so than in other areas of science, the biological sciences have enjoyed a tradition of openness and international collaboration–and this heavy presumption of openness should continue. Since disease continues to kill millions of people around the world each year, any restrictions on relevant scientific knowledge could have serious consequences,” he told a House Science Subcommittee.
“Yet the existence of hostile, witting adversaries that are determined to wreak devastation and that are known to be interested in biological weapons mandates that this openness not be absolute.”
In March 8 testimony (at pp. 6-8), Dr. Epstein presented his views on how to reconcile these conflicting imperatives.
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.