Worry about future novices, not today's experts

The real AI bio-risk is not what a Nobel laureate can extract from today's best model, but what a biology freshman might get from a guardrail-free open-source model in five years, since companies are pouring historic sums into making models produce novel scientific insights and capabilities diffuse over time.