Ready for What? Rethinking AI and Robotics Preparedness for Adoption and Policy

Recent research highlights the importance of disaggregating community readiness for AI and robotics adoption, moving beyond aggregated stakeholder averages. An analysis of 15,200 evaluations across 17 AI and robotics challenges reveals that perceived community preparedness and available resources vary significantly by challenge, indicating a need for targeted support rather than uniform approaches.

Why it matters

Understanding the differentiated nature of AI and robotics preparedness is crucial for effective policy design and resource allocation. Generic strategies for adoption may prove ineffective if they do not account for variations in community readiness and specific challenge perceptions, potentially hindering innovation and societal integration of these technologies.

Key insights

• Accelerating AI and robotics adoption requires granular evidence of community readiness and specific support needs.
• Averages across stakeholder groups can obscure nuanced relationships regarding challenges.
• A card-based survey collected 15,200 evaluations from 982 participants on 17 distinct AI and robotics challenges.
• Challenges were rated on significance, complexity, and readiness, with readiness focusing on community preparedness and available resources.
• The study design differentiated between stable interpersonal differences and challenge-specific variations in perception.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.17520