Framework

The Intern-and-Manager Loop

Looping is just emulating human agency. One model holds a goal it can validate, another keeps working until the goal is met.

How it works

  1. 1That is literally a manager and an intern. You can get a lazy intern, so you keep looping. It is perfectly fine for business.
  2. 2The harder, unsolved problem is a model that learns innately from your corrections, not through RAG, the '50 First Dates' model that wakes up, reads its notes, and resets every time the context window fills.

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