This newsletter from an MIT professor covers how transportation agencies, especially state DOTs, can adopt AI in practice. It offers interview takeaways, concrete use cases with figures, and frameworks for building workforce judgment and capability.

A series of first-person essays on how government procurement and enterprise architecture shape whether public sector IT can actually work in an agile way. It draws on years of experience implementing and modernizing government systems to argue for deciding architecture early and leaving other choices open.

A personal blog documenting hands-on experiments using AI tools for leadership development and UK Defence and Civil Service work. Posts describe practical builds such as an interactive Defence Investment Plan, an AI leadership coaching workflow, and an agent-based OSINT prototype.

Graphish is a newsletter of essays on public sector operations, data foundations and workforce risk, currently running a multi-part series on why government organisations struggle to answer compound operational questions. Readers get argued analysis of clearance, contractor dependency and AI investment in government, with concrete examples.