A Framework for AI-to-Deterministic Transitions
I was deeply enthusiastic about the concept of an AI controlling a computer locally — a personal AI assistant with its own private computer. But AI would fail on simple tasks, and even worse, it would fail on tasks it had already performed correctly. That second failure mode is the most frustrating: being unable to repeat something that was once executed perfectly.
So — you have an AI that performs recurring tasks. Every time it runs, it costs money, takes time, and risks hallucination. Many of these tasks are mechanical; the AI does the same thing every time. The goal is for the AI to identify which tasks are mechanical, write scripts to replace itself for those tasks, and remain available only for the work that genuinely requires intelligence.
**AI should discover what needs intelligence and what doesn't, offload the mechanical work, and allow the system to call it back only when the world changes enough to r