Novel insights and lab verification in AI-driven science

EurekaBench's creators say their benchmark tests whether AI agents can discover new scientific insights, not just optimize solutions. A commenter says the benchmark shows agents can beat humans at prediction but still struggle to generate insights. Separately, a post about AI in biology argues that lab verification—and producing measurements models can learn from—is the layer that needs funding.