Vitalik Buterin’s Vision: to Revolutionize

In the fast-moving world of blockchain and crypto, decentralized autonomous organizations (DAOs) promised a new way to make decisions without bosses or central control. But today, many DAOs face big problems like low voter turnout and power in the hands of a few big token holders. Ethereum co-founder Vitalik Buterin has a fresh idea to fix this: . These smart AI agents could vote for users in private, making DAO governance fairer and easier to scale.

What Are DAOs and Why Do They Need Help?

DAOs are groups run by smart contracts on blockchains like Ethereum. Members use tokens to propose and vote on ideas, from funding projects to changing rules. Sounds great, right? But in practice, issues pile up.

Low participation: Most people skip votes because there are too many.
Power centralization: Big “whales” with lots of tokens dominate, and others delegate to them.
Spam and low-quality proposals: Easy tools make it simple to flood forums with junk.

One month ago, Buterin pointed out these flaws on X (formerly Twitter). He said DAOs are drifting toward old-style central control. Now, he offers a tech fix using AI.

The Core Idea: Personal for Every User

Buterin’s plan swaps delegation to big holders for personal AI agents. Each user deploys their own large language model (LLM), like a custom ChatGPT. This AI trains on the user’s past messages, values, and preferences.

Why? “There are many thousands of decisions to make, involving many domains of expertise,” Buterin wrote. “Most people don’t have the time or skill to be experts in even one, let alone all of them. So what can we do? We use personal LLMs to solve the attention problem.”

These handle routine votes automatically. They only flag big issues for human review. This scales governance to handle massive DAOs with millions of members.

Privacy First: Keeping Data and Votes Secret

Privacy is key in blockchain, where everything is public by default. Buterin’s proposal tackles two privacy layers.

Content Privacy: AI agents run in secure setups like multi-party computation (MPC) or trusted execution environments (TEEs). These let the AI process private data—think job apps or legal docs—without leaking it to the blockchain.
Voter Anonymity: Zero-knowledge proofs (ZKPs) prove you’re eligible to vote without showing your wallet or vote choice. No more coercion, bribery, or “whale watching” where small holders copy big ones.

ZKPs are a crypto superpower. They verify facts without revealing details, perfect for fair voting.

Fighting Spam with Prediction Markets

Generative AI makes spamming proposals easy. Buterin’s fix? Prediction markets. Users (or their AIs) bet on if a proposal will pass.

Good predictions earn payouts.
Bad ones lose money.
This rewards quality and punishes noise.

AI stewards could auto-bet based on their training, making markets even smarter.

How Could Change DAOs Forever

Imagine a DAO hiring staff. Human review takes weeks and exposes resumes publicly. With AI stewards in TEEs, agents score candidates privately and vote. Only top picks go public.

Or legal disputes: AIs analyze contracts in MPC without doxxing parties.

This isn’t just voting. It’s AI-powered expertise at scale. DAOs could tackle complex fields like security audits or grant reviews without hiring experts.

Technical Challenges and Road Ahead

Building this isn’t simple. Key hurdles:

Challenge
Solution

AI Training Data
Use user messages and values securely.

Secure Compute
MPC, TEEs like Intel SGX or Ethereum’s future layers.

ZKP Scalability
Improving tools like zk-SNARKs.

AI Bias
Fine-tune on diverse data; human override.

Projects like Aragon and Snapshot already experiment with delegation. Adding AI could supercharge them. Ethereum’s roadmap, with ZK and verifiability, fits perfectly.

Broader Impact on Crypto and Beyond

could fix more than DAOs. Think nation-state governance, corporate boards, or even social clubs on blockchain. It blends AI’s smarts with crypto’s trustlessness.

Critics worry about AI control. But personal AIs align with users, unlike centralized models. Plus, humans stay in the loop for big calls.

This vision comes as AI-blockchain fusion heats up. From decentralized compute wars (like Cardano vs. Cysic) to secure data tools, the pieces are falling into place.

Conclusion: A Smarter Future for Decentralized Decisions

Vitalik Buterin’s proposal is a game-changer for . It fights centralization, boosts participation, and leverages AI without sacrificing privacy. As DAOs grow—from Ethereum security funds to global ventures—this could be the upgrade they need.

Will DAOs adopt it? Early tests could come soon. Stay tuned as crypto evolves.

Related Reads:

From 2016 Hack to $150M Endowment: The DAO’s Comeback Story
Cysic vs. Cardano: Battle for Decentralized Compute
Consensus Hong Kong 2026: Big Tech in Web3 Debates

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Filed under: Altcoins - @ February 21, 2026 11:32 pm