AI Ethics in Smart Homes: Progress, User Requirements and Challenges

Privacy remains the top ethical concern in smart homes: The paper identifies privacy as a central issue across AI-driven detection technologies in smart homes, emphasizing that developers need specific guidelines for protecting user data in these interconnected environments.

Ethical design requires a multi-dimensional approach: Rather than addressing ethics in isolation, the research highlights five key areas that must be considered together: privacy, fairness, transparency, accountability, and user autonomy—suggesting that responsible AI in smart homes demands attention across all these dimensions simultaneously.

AI-specific ethical issues differ from traditional technology concerns: The paper distinguishes between ethical challenges unique to AI systems versus those present in conventional smart home technologies, indicating that existing ethical frameworks may be insufficient and new guidelines are needed specifically for AI-driven detection systems.

Comprehensive design guidelines are now available for developers: The study synthesizes thousands of related works (1985-2024) to provide actionable guidelines for ethical design in smart homes, offering practical direction for developers and researchers seeking to build more responsible AI systems.

User autonomy and transparency are critical for adoption: By emphasizing user autonomy and transparency as key ethical pillars, the research suggests that smart home users need meaningful control over AI systems and clear understanding of how these technologies operate—not just privacy protections.