OpenAI's decision to retire legacy models like o3 in favor of GPT-5.5 creates a significant transition risk. Organizations that have built security workflows around the specific behaviors of older models may find that GPT-5.5's 'safety tuning' or 'enhanced reasoning' breaks existing automations. Furthermore, the retirement of older models may leave 'orphaned' applications vulnerable if they cannot be easily migrated to the new API.