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It's Five Friday on September 18th. I curate five articles every Friday for people interested in public sector operations in general and public procurement specifically. And from time to time I record an audio companion, which is what you're listening to now. So first, Mark Coleman examines what changing small business rules may mean for government contracting. He points to SBA's proposed changes to DBE programs and proposed increases in size standards, in one example, going from 34 million to 531 million. These changes are important and beyond substantive, they structurally redefine the nature of these programs, so get informed. So, second, NASPO is teaming up with Innovate US and Partners for Good on a three-part live workshop series AI for Public Sector Procurement, focused on practical applications of generative AI and procurement from market research and document review to spend analysis and more. These sessions will also tackle ethics, privacy, transparency, organizational readiness, and how procurement can work with legal, IT, and finance as AI adoption expands. The workshops are September 28th, October 5th, and October 19th, all at 2 Eastern. Third, NASPO's latest Pulse podcast interviews Jennifer Lyons of the Massachusetts Operational Services Division. The conversation covers where AI can already help, from summarizing solicitations and policy development to supplier performance, onboarding and contract redlining, while keeping human judgment at the center of questions around transparency, fairness, bias, accuracy, and accountability. Fourth, Route 50 looks at what happens to B dollars after states meet their existing obligations. Remaining funds could become an important policy and implementation question, particularly as states work through additional unserb locations and the next phase of broadband deployment. The what happens after we finish the original mission question is one of keen interest to government policymakers. And finally, TechCrunch reports on an essay from Anthropic and OpenAI describing the needs for controls and the intent to embed independent third party evaluators inside frontier AI companies. Their idea is to give independent groups deeper access to assess models and report security concerns. Security and confidence in these evolving tools will be at the forefront of policy and contracting. And with that, have a happy Friday.