Lede: President Trump has terminated all 24 members of the National Science Board, the oversight body for the National Science Foundation. The Science report details the abrupt action taken against a board with staggered six-year terms that advises on NSF policy and approves major awards (Science, https://www.science.org/content/article/trump-fires-nsf-s-oversight-board). This is the first time an entire board has been replaced at once. Primary coverage noted the legal basis under executive authority but underplayed the direct parallel to 2017-2020 advisory committee reconstitutions at NIH, EPA and DOE documented in a 2021 GAO report on scientific integrity. Those earlier moves correlated with shifts in funding priorities away from certain basic research areas. NSF currently directs more than $1B annually into AI, computer science and related fields per its own fiscal year 2024 portfolio summaries. A 2023 National Academies study on advancing AI research infrastructure identified NSF as the primary federal vehicle for long-term, curiosity-driven machine learning grants that industry rarely funds at early stages. Replacing the board removes institutional memory on peer review standards that have guided those allocations. Synthesis with an ITIF analysis of federal R&D efficiency shows that politicized oversight historically lengthens grant decision cycles and deters high-risk proposals, patterns observable in data from the prior Trump term. Long-term consequences include potential redirection of AI funding toward applied, mission-oriented projects at the expense of foundational work, which a Brookings Institution assessment links to sustained technological competitiveness against state-directed programs abroad.