AI-enabled features expand the conversational and interactive dimensions of modern dolls. Natural language processing allows users to engage in more fluid dialogue, while voice customization and personality profiles add a sense of individuality. Behavioral scripting helps the doll respond to routine cues, remember user preferences, and adjust responses over time to feel more personable. Safety protocols are essential: built-in content filters, consent-aware prompts, and fail-safes help prevent unsafe or inappropriate interactions. Privacy concerns are a practical reality; manufacturers should minimize data collection, encrypt stored data, and provide clear user controls to delete or export information. Dynamic interfaces can adapt to different environments—lighting, temperature, and user proximity—enhancing immersion without compromising safety. Importantly, AI features should operate within ethical boundaries: avoiding deception about real-world identities, ensuring transparency about data use, and offering accessible options to disable or reset AI functions. When implemented responsibly, AI adds empathy, memory, and presence to the doll while preserving user safety, privacy, and dignity.