May 30, 2023
An AI Challenge: Balancing Open and Closed Systems
Technology debates are often a tug-of-war between open and closed systems.
On one side, open allows interoperability, customization, and integration with third-party software or hardware. Champions highlight how openness promotes transparency, accountability, competition, and significant innovation. On the other side, defenders of closed argue that they are more stable and secure and better protect their owners’ property interests.
Navigating the spectrum between open and closed is critical to effective artificial intelligence policy. The right balance will promote innovation and competition while managing AI’s significant risks.
Much of AI’s creation and evolution have happened thanks to open-source development and diffusion. Numerous widely-adopted AI open-source projects provide development frameworks and libraries such as PyTorch, TensorFlow, and MXNet, and many companies – including Hugging Face, Stability AI, Nomic AI, and Meta – have released open-source AI models or enable open-source development.
Google and OpenAI have traditionally stood on the side of openness. Both have published AI research and open-source tools. Google, for example, originally developed TensorFlow in-house and later released it as an open-source software library for building AI.
Read the full article from CEPA.
More from CNAS
-
Five Objectives to Guide U.S. AI Diffusion
Commentary
The Framework for AI Diffusion (the Framework) is an ambitious proposal to shape the global distribution of critical AI capabilities, maintain U.S. AI leadership, and prevent ...
By Janet Egan & Spencer Michaels
-
Shaping the World’s AI Future: How the U.S. and China Compete to Promote Their Digital Visions
Commentary
As the United States navigates evolving global AI competition, balancing these elements will be crucial in determining whose AI systems — and by extension, whose approaches, v...
By Keegan McBride
-
Countering the Digital Silk Road: Brazil
Reports
Project Overview This year marks the 10th anniversary of the Digital Silk Road (DSR), China’s ambitious initiative to shape critical digital infrastructure around the world to...
By Ruby Scanlon & Bill Drexel
-
Promethean Rivalry
Reports
Executive Summary Just as nuclear weapons revolutionized 20th-century geopolitics, artificial intelligence (AI) is primed to transform 21st-century power dynamics—with world l...
By Bill Drexel
