This policy briefdelves into the escalating concerns surrounding Artificial Intelligence (AI) innovation and proposes a strategic approach to address them. With a foundation in research-based evidence, our focus centers on the instrumental role of sandboxes in fostering responsible Al development and mitigating associated risks. Highlighting the experiences of data protection authorities, we illustrate how sandboxes uphold ethical principles throughout the entire technology lifecycle, emphasizing privacy by design. Beyond their technical functionalities, sandboxes contribute significantly to agile development, ensuring the active participation of diverse stakeholders ranging from innovators to policymakers and communities potentially affected. This paper emphasizes the importance of collaboration and cooperation in the realm ofAl, and demonstrates how employing an interdisciplinary and transnational approach can enable a more holistic understanding of the technology’s implications. By facilitating feedback loops with affected communities, sandboxes become catalysts for ethically refining Al technologies and promoting innovation. As we navigate Al’s complexities, we evaluate its challenges and opportunities, highlighting the necessity for robust ethical governance frameworks. The proactive incorporation of sandboxes emerges as a crucial measure for ensuring responsible Al development and deployment, aligning seamlessly with SDGs 3,4, 8,9, 10, 11, 12, 13, 16, and 17.
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