Agentic AI
Definition
A system that plans a sequence of steps, calls tools, checks its own output and retries — rather than producing one response.
The architectural shift is from a single forward pass to a loop with external state. The hard parts are not the model: they are error recovery, deciding when to stop, and the fact that a small per-step failure rate compounds badly over a long chain.