Copy Less, Catch More: The Minimal Surface Rule for Production AI
Copy Less, Catch More: The Minimal Surface Rule for Production AI Production AI has a slightly embarrassing habit: the more intelligent the system becomes, the more basic the bottleneck starts to look. A coding agent may reason beautifully, then spend its useful life waiting for a sandbox to roll back after one bad command. A model marketplace may offer thousands of “ready-to-deploy” neural networks, then make security review so expensive that nobody checks enough of them. Apparently the future of AI can be blocked by file copies and audit queues. Very glamorous. ...