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Why Building Departments Should Push AI Adoption Decisions “To the Edge”
A futurist keynote argued that command-and-control org charts are a railroad-era artifact, and that a better method pushes decisions from the center to the edge, where the people deeply understand the problems. One county shows the cost and the payoff: 15 separate IT...
Shadow AI: Why Uploading Submission Documents into ChatGPT Is a Bad Idea
Shadow AI (staff using unapproved tools on public data) is already happening in councils and municipalities, and the Medicare/OpenAI breach illustrates the consequences. Uploading applications into personal AI accounts sends data offshore, risks it training the model,...
Already Zoned: Australia’s “Middle-Ring” Suburbs Can Take 3.6 Million More Housing Units
Archistar has identified 1,991,452 established residential sites across Australia where zoning already permits additional housing and comparable developments have been built nearby. Those sites could deliver 3,570,458 additional dwellings: a 31% increase in the...







