Level 1 — Basic Responder: The Human Guides the Entire Flow
~10 min read
The least autonomous level: the LLM is a generic responder that receives an input and produces an output, with little to no control over the program's flow — the human designs and controls everything around it.
Level 1 — Basic Responder: The Human Guides the Entire Flow is a Pro topic
Sign in, then upgrade to Pro or Power to unlock this topic and the full AI Engineering curriculum.
Key points
- •Level 1 is the least autonomous level — the LLM is a generic responder with little to no control over program flow
- •A human designs and controls the entire flow: what gets called, when, and what happens to the output
- •The LLM's role is limited to receiving an input and producing an output for one isolated step
- •This is the right level for genuinely single-step, well-defined transformations — not a lesser way to use an LLM
- •The 5-level progression overall tracks how much control shifts from human-defined to LLM-defined flow — Level 1 is the human keeping nearly all of it