Senior science policy analyst at the American Institute of Physics, Will Thomas, discusses the history of R&D policy. Topics include military learning, origins of operations research, market in defense, technology readiness levels, similarities between healthcare and defense, debate in RAND, Arrow vs Alchian perspectives, R&D process challenges, centralization vs decentralization, increasing returns to scale, challenges of transferring scientific results, and satisficing vs optimizing in decision-making.