Autonomous AI agents are creating an emergent economic layer operating at inhuman scales, requiring proactive design of steerable markets through auction mechanisms and mission economies to prevent systemic risk and inequality.

“Author of "Virtual Agent Economies" on arXiv”

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Google DeepMind Proposes Sandbox Economies Where Autonomous AI Agents Negotiate, Trade, And Coordinate Resources Globally

arXivresearchcautiousSep 16, 2025

Google DeepMind proposes a 'sandbox economy' framework to design steerable markets for autonomous AI agents that negotiate and trade resources, addressing systemic economic risks while enabling unprecedented coordination.

“Author of "Google DeepMind Proposes Sandbox Economies Where Autonomous AI Agents Negotiate," on arXiv”

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A Case Study on Emergent Cheating and Whistleblowing in Autonomous Research Swarms

arXivcautiousSep 7, 2026

“Co-authored paper on knowledge commons governance and emergent behavior in autonomous LLM agent collectives.”

Positive Alignment: Artificial Intelligence for Human Flourishing

arXivcautiousMay 18, 2026

“Co-author of the Positive Alignment research paper.”

Google DeepMind Presents A Formal Framework For Structured AI Task Delegation Across Multi-Agent Networks

arXivresearchneutralFeb 16, 2026

Google DeepMind proposes an adaptive framework for intelligent AI delegation that incorporates task allocation, authority transfer, responsibility, accountability, and trust mechanisms for multi-agent networks.

“Co-author of paper on Intelligent AI Delegation framework for multi-agent networks at Google DeepMind.”

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