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Jun 25, 2026 · R&D Management

From Prompt to Loop Engineering: Is the Next‑Gen AI Computing Engine a Tool or an Operating System?

The article examines how AI is reshaping insurance computing from traditional actuarial engines to a universal AI‑driven engine, outlines eight non‑actuarial use cases, eight future evolution directions, and details a Loop Engineering methodology that turns code‑generation feedback loops into a high‑speed, observable, and reusable development capability.