Pandemic Prep as AI Safety

AI models can make dangerous biological research easier for small teams or poorly supervised labs; therefore low‑cost, pre‑positioned pandemic countermeasures—wastewater surveillance, prebuilt vaccine libraries, preapproved human‑challenge protocols, prediction markets and a pandemic trust fund—should be promoted explicitly as AI‑safety investments rather than only as public‑health measures. Framing preparedness this way shifts priorities toward institution‑level tripwires and banked resources that don’t rely on rapid political decision‑making. — Framing pandemic preparedness as AI safety recasts how governments allocate funds, design oversight, and prioritize inexpensive, durable defenses against both natural and AI‑enabled biological threats.