Capabilities of large language models (LLMs) on several biological benchmarks have prompted excitement about their usefulness for beneficial research, but also concern about potential biosecurity risks. We recruited 46 subject-matter experts in biology and biosecurity, and 22 generalist forecasters to estimate the risks of growing LLM capabilities. The median expert predicted a 0.3% baseline annual risk of a human-caused epidemic that causes 100,000 deaths.