We collaborated with RAND to find if adversaries can fine-tune LLMs for use as bio lab assistants. Our results suggest additional pre-training on biological corpora is unlikely to improve assistant performance. Conversely, inference scaling and task-specific fine-tuning are likely to provide boosts.