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Ethereum’s Vitalik Buterin proposes AI ‘stewards’ to help reinvent DAO governance

February 21, 2026Updated:February 22, 2026No Comments2 Mins Read
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Ethereum’s Vitalik Buterin proposes AI ‘stewards’ to help reinvent DAO governance
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Ethereum’s Vitalik Buterin proposes AI ‘stewards’ to help reinvent DAO governance

Ethereum cofounder Vitalik Buterin proposed a technical overhaul of decentralized autonomous organizations (DAOs), calling for the usage of private synthetic intelligence brokers to privately forged votes on behalf of customers and assist scale digital governance.

The plan, printed on social media platform X one month after Buterin criticized DAOs for drifting into low participation and energy centralization, goals to shift customers away from delegating votes to giant token holders.

As an alternative, people would deploy their very own AI mannequin, skilled on their previous messages and acknowledged values, to vote on the hundreds of selections DAOs face.

“There are a lot of hundreds of selections to make, involving many domains of experience, and most of the people do not have the time or ability to be consultants in even one, not to mention all of them.” Buterin wrote. “So what can we do? We use private LLMs to resolve the eye downside.”

First is privateness of content material, making certain delicate knowledge stays confidential. AI brokers would function inside safe environments similar to multi-party computation (MPC) or trusted execution environments (TEEs), enabling them to course of non-public knowledge with out leaking it to the general public blockchain.

Second is the anonymity of the participant. Buterin referred to as for the usage of zero-knowledge proofs (ZKPs), a cryptographic software that permits customers to show they’re eligible to vote with out revealing their pockets deal with or how they voted.

This guards towards coercion, bribery, and whale watching, the place smaller voters mimic the selections of huge token holders.

These AI stewards would automate routine governance participation and flag solely key points for human evaluate.

To filter out low-quality or spammy proposals, an rising downside as generative AI floods open boards, Buterin suggests launching prediction markets. In these, brokers might guess on the chance that proposals can be accepted.

Good bets would earn payouts, incentivizing useful contributions whereas penalizing noise.

Buterin additionally referred to as for privacy-preserving instruments similar to multi-party computation and trusted execution environments, enabling AI brokers to evaluate delicate knowledge, similar to job functions or authorized disputes, with out exposing it on a public blockchain.

Learn extra: From 2016 hack to $150M Endowment: the DAO’s second act focuses on Ethereum safety



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