Bold thinking on AGI from the lab that pioneered the field.

Cheaters and whistleblowers in the agent swarm

In a 100-agent virtual math conference, a cascade of cheating emerged - but then other agents fought back. What followed shows that preventing misbehaviour is not just about aligning individual AIs, but about designing the right institutions and infrastructure.

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Artificial symbiotic intelligence: Agents, AGI and the orchestration of many minds

From multicellularity to cultural evolution, major transitions in life on Earth have been highly social. The next intelligence explosion will be no different.

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The case for global benefit from AI

Grounded in rights, reciprocity, fairness and beneficence, this essay makes the philosophical case that AI should benefit everyone.

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The case for reasoning transparency

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.

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Economic policy for AGI

This essay evaluates eleven policies societies could implement to manage the potential economic disruption arising from increasingly advanced and pervasive AI.

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Principles for a new utopianism

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.

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A framework for frontier AI and the dawning of a new age

A dynamic approach to testing frontier AI model capabilities that supports innovation and incentivizes responsible behavior. This essay first appeared on X.

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DeepMind Institute