The UK government plans to regulate AI used in gene synthesis to prevent the creation of biological weapons. Officials cite a lack of global guardrails as a primary security risk. These safeguards target the intersection of synthetic biology and machine learning. Practitioners must now prepare for stricter compliance and oversight in biotech AI workflows.