The DeepMind Institute

Google DeepMind announced the launch of the DeepMind Institute, a new interdisciplinary effort the company says is needed to understand the implications of artificial general intelligence as it nears. The institute's introductory material outlines work on monitoring AI chains of thought for scheming and deception, an evaluation of eleven policies for managing economic disruption from advanced AI, and a dynamic approach to testing frontier model capabilities.

Introducing the DeepMind Institute As we near AGI, we urgently need interdisciplinary thinking to better understand its profound implications for humanity. Reading an AI’s ‘chain of thought’ gives us a window into its reasoning, which we can monitor for scheming and deception. We must strive to keep that window open. This essay evaluates eleven policies societies could implement to manage the potential economic disruption arising from increasingly advanced and pervasive AI. If AGI is to transform society, we must decide what transformations we want. Learning from the turmoil of the twentieth century, this essay proposes a pragmatic utopianism of humility and hope. A dynamic approach to testing frontier AI model capabilities that supports innovation and incentivizes responsible behavior. This essay first appeared on X.