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
-
Reports
Technology & National Security
Off TargetIntroduction The pace of progress in frontier artificial intelligence (AI) capabilities shows no sign of slowing.1 Frontier models offer transformative potential for national ...
By Caleb Withers, Jay Kim & Ethan Chiu
-
Commentary
Technology & National Security
CNAS Insights | Bridging Washington and Silicon ValleyThe recent friction between Anthropic and the Pentagon has made me reflect on the painful chasm that opened between Washington and Silicon Valley following leaks from Edward S...
By Anne Neuberger
-
Video
Technology & National Security
The Geopolitics of 6G with Vivek Chilukuri, Michael Calabrese, and Lindsay GormanVivek Chilukuri, senior fellow and program director at the Center for a New American Security, joined POLITICO Policy Outlook to discuss the geopolitical implications of 6G, t...
By Vivek Chilukuri
-
Commentary
Technology & National Security
Two Illegal Biolabs Reveal Gaps in U.S. BiosecurityThis article was originally published in Lawfare.Last month, law enforcement officials launched an investigation into a suspected biolab in the Las Vegas home of Chinese natio...
By Sam Howell
