Why iterative AI loops beat one‑shot prompts—and the verification nightmare they create
Iterative AI loops let models draft, critique, and revise, slashing hallucination rates compared to single prompts. The trade‑off is a exploding verification surface—self‑critique fails to catch errors, so deterministic, source‑anchored checks become essential. Without robust verification, loops can amplify mistakes.