Further, frameworks for connecting, standardizing, and managing populations of AI agents with various goals have started to emerge. Autonolas is one such project, generating bots for trading market participation, as well as deployment in governance procedures. If you want to understand a single agent, remember Botto, a generative AI model that outputs art curated by a DAO, incentivized by a token feedback loop. Or consider Numerai, a hedge fund that runs a token-incentivized competition for data scientists to build AI algorithms for a trading software brain. There will be many such creatures — some simple, some complex, and some unfathomable.