The Case for Universal Basic Computing Power
This addresses the problem of unequal access to computing resources for AI researchers and developers globally, though it is an incremental policy proposal rather than a technical breakthrough.
The paper proposes the Universal Basic Computing Power (UBCP) initiative to provide global, free access to computing power for AI R&D, with three key elements: cost-free usage limited to AI R&D, incorporation of state-of-the-art AI advancements, and universal accessibility.
The Universal Basic Computing Power (UBCP) initiative ensures global, free access to a set amount of computing power specifically for AI research and development (R&D). This initiative comprises three key elements. First, UBCP must be cost free, with its usage limited to AI R&D and minimal additional conditions. Second, UBCP should continually incorporate the state of the art AI advancements, including efficiently distilled, compressed, and deployed training data, foundational models, benchmarks, and governance tools. Lastly, it's essential for UBCP to be universally accessible, ensuring convenience for all users. We urge major stakeholders in AI development large platforms, open source contributors, and policymakers to prioritize the UBCP initiative.