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DAOs are why I got crypto-pilled in 2020, but they’ve struggled with low participation and the Tragedy of the Commons, which comes with a really bad negative feedback loop. I think AI agents can turn this into a positive feedback loop, where agents inform decisions, place probabilistic bets, and vote based on expected impact. Over time, you can imagine agent-governed prediction layers serving not only as governance/coordination tools for DAOs, but also as an informal reputational layer.
Prediction: by 2027, major DAOs will incorporate agent-driven prediction markets as a core governance primitive. This is essentially AI-powered Futarchy, but where edge agents represent individual human tokenholders and place and resolve forecasts on proposals.

1.8. klo 23.35
🔮 Can the collective intelligence of a DAO outperform AI in the long run?
AI will centralize power… but decentralized collective intelligence will ultimately win because it’s more resilient and effective.
Last week, together with @0xNN2 (@hatsprotocol), @federicoast (@Kleros_io), and @TheGabrielFior (@gnosischain), we hosted an X Space on how AI is redefining governance in DAOs.
Here are the 5 most powerful insights 👇
⚖️ Centralization vs Decentralization
Nick anticipates that AI will centralize power in the short term, but in the long run, collective decentralized intelligence could outperform centralized systems.
🕒 Hear it at [48:14 – 49:32]
💤 Participation and Risk of Apathy
Federico warned that low participation could lead members to delegate everything to AI agents, losing the community-driven essence of governance.
🕒 [16:15 – 18:31]
📊 Futarchy Powered by AI
Gabriel explained how AI agents in prediction markets can enhance collective decision-making, evaluating metrics like a token’s impact before voting.
🕒 [12:06 – 13:18]
⚙️ Massive Work Automation
Nick predicts that 70–90% of work will be automated, leaving humans only for critical decisions and setting objectives.
🕒 [32:34 – 34:46]
👑 Risk of New Elites
Federico reminded us of the “Iron Law of Oligarchy”:
Even with AI and blockchain, there will always be elites making decisions; only the tools will change.
🕒 [57:26 – 57:55]
The rise of AI forces us to rethink:
Which roles must remain human?
Which decisions can we safely automate?
How do we truly maintain decentralization?
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