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Feb 12, 2026
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Vitalik Buterin details how Ethereum could work alongside AI
Vitalik Buterin envisions a partnership between Ethereum and AI to enhance privacy, verification, and governance, empowering users while ensuring data security.
13

Ethereum co-founder Vitalik Buterin has shared his vision for the intersection of Ethereum and artificial intelligence (AI), suggesting a collaborative future that enhances both fields. In a recent post, Buterin outlined how crypto can provide essential privacy frameworks, verification systems, and economic layers to decentralize AI, ultimately benefiting society.
Buterin's perspective emphasizes that AI should empower humans rather than replace them. He acknowledges that while his long-term vision is ambitious, the immediate intersection of Ethereum and AI will be more practical and grounded in everyday applications. He identifies four key areas where the two can merge effectively: trustless interactions with AI, economic layers for AI-to-AI interactions, and the use of AI to enhance on-chain verification and governance.
The need for privacy in AI has become increasingly pressing. With the rise of AI chatbots, concerns about data leaks have emerged, particularly from large language models (LLMs). Buterin argues that new tools are vital for ensuring that AI operates privately without compromising user data or identities. He advocates for local deployments of LLMs on personal devices and highlights the importance of zero-knowledge proofs to facilitate anonymous API calls.
Buterin envisions a future where AI acts as an intermediary for blockchain transactions. In this scenario, AI agents could verify and audit transactions, interact with decentralized applications, and even suggest transactions to users. This capability could significantly enhance security measures in the crypto space, especially as sophisticated scams become more prevalent.
In his vision, the principles of cypherpunk—"don't trust; verify"—can finally be realized through the capabilities of LLMs, allowing for a more trustworthy ecosystem. Buterin believes that AI could facilitate economic interactions within the crypto space by managing on-chain activities for users. Bots could perform tasks like hiring each other, making API calls, and handling security deposits, ultimately making crypto more accessible.
He further argues that AI has the potential to revolutionize on-chain governance and market dynamics. By utilizing LLMs, we can overcome the limitations of human attention and decision-making. While concepts like prediction markets and decentralized governance are theoretically sound, they often falter due to human limitations. LLMs could scale human judgment, enabling us to revisit and refine these ideas.
Buterin's insights into the Ethereum-AI collaboration provide a roadmap for a future where technology enhances human capabilities while ensuring privacy and security. As we explore these intersections, the dialogue around ethical AI and decentralized technologies will become increasingly critical.
In summary, Vitalik Buterin’s vision reveals a future where Ethereum and AI coexist to enhance markets, improve governance, and support human agency. As these technologies evolve, the focus will be on building tools that protect user privacy while fostering a decentralized authority. This collaboration could lead to a more efficient and secure crypto ecosystem, paving the way for innovation and growth in both fields.
Technology
Vitalik Buterin details how Ethereum could work alongside AI
Feb 10, 2026
Vitalik Buterin envisions a partnership between Ethereum and AI to enhance privacy, verification, and governance, empowering users while ensuring data security.
13

Ethereum co-founder Vitalik Buterin has shared his vision for the intersection of Ethereum and artificial intelligence (AI), suggesting a collaborative future that enhances both fields. In a recent post, Buterin outlined how crypto can provide essential privacy frameworks, verification systems, and economic layers to decentralize AI, ultimately benefiting society.
Buterin's perspective emphasizes that AI should empower humans rather than replace them. He acknowledges that while his long-term vision is ambitious, the immediate intersection of Ethereum and AI will be more practical and grounded in everyday applications. He identifies four key areas where the two can merge effectively: trustless interactions with AI, economic layers for AI-to-AI interactions, and the use of AI to enhance on-chain verification and governance.
The need for privacy in AI has become increasingly pressing. With the rise of AI chatbots, concerns about data leaks have emerged, particularly from large language models (LLMs). Buterin argues that new tools are vital for ensuring that AI operates privately without compromising user data or identities. He advocates for local deployments of LLMs on personal devices and highlights the importance of zero-knowledge proofs to facilitate anonymous API calls.
Buterin envisions a future where AI acts as an intermediary for blockchain transactions. In this scenario, AI agents could verify and audit transactions, interact with decentralized applications, and even suggest transactions to users. This capability could significantly enhance security measures in the crypto space, especially as sophisticated scams become more prevalent.
In his vision, the principles of cypherpunk—"don't trust; verify"—can finally be realized through the capabilities of LLMs, allowing for a more trustworthy ecosystem. Buterin believes that AI could facilitate economic interactions within the crypto space by managing on-chain activities for users. Bots could perform tasks like hiring each other, making API calls, and handling security deposits, ultimately making crypto more accessible.
He further argues that AI has the potential to revolutionize on-chain governance and market dynamics. By utilizing LLMs, we can overcome the limitations of human attention and decision-making. While concepts like prediction markets and decentralized governance are theoretically sound, they often falter due to human limitations. LLMs could scale human judgment, enabling us to revisit and refine these ideas.
Buterin's insights into the Ethereum-AI collaboration provide a roadmap for a future where technology enhances human capabilities while ensuring privacy and security. As we explore these intersections, the dialogue around ethical AI and decentralized technologies will become increasingly critical.
In summary, Vitalik Buterin’s vision reveals a future where Ethereum and AI coexist to enhance markets, improve governance, and support human agency. As these technologies evolve, the focus will be on building tools that protect user privacy while fostering a decentralized authority. This collaboration could lead to a more efficient and secure crypto ecosystem, paving the way for innovation and growth in both fields.
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