Beyond technical measures, an ethical approach considers inclusiveness and bias. Ensuring that smart home AI units work equally effectively for all sorts of consumers, regardless of voice, track record, or ability, is essential. Ongoing investigation investigates the problem of eliminating stereotypes from voice assistants and picture recognition p