Vitalik Buterin has outlined a fundamental shift in crypto’s role, arguing its core challenge is the growing gap between user intent and system execution. He positions Ethereum as future infrastructure for coordinating AI agents, enabling verifiable, trust-minimized interactions. Buterin also critiqued prediction markets for optimizing short-term revenue over meaningful insight, suggesting they could instead help people hedge against real-world costs.
Vitalik Buterin has identified a critical risk in cryptocurrency: the widening gap between what users intend and what systems execute. This issue becomes especially serious with autonomous AI systems that act and decide independently.
He recently mentioned that the real issue is not raw power but control and verifiable behavior. Buterin warned against systems that concentrate power or operate beyond human oversight, stating, “I want an AI future where we foster human freedom and empowerment…”
Ethereum is proposed as the neutral infrastructure layer for this future. On it, AI agents could make payments, prove actions, and post security deposits, creating transparent accountability and verifiable trust.
Buterin has previously proposed personal AI agents to address DAO voting fatigue, where they vote based on user preferences. He noted that delegation often leads to disempowerment as participation drops and power concentrates with large holders.
He applied similar intent-based criticism to prediction markets. Buterin stated that many now focus on short-term bets for revenue, with teams capitulating because “(teams often) capitulate to these things because they bring in large revenue during a bear market where people are desperate.”
He suggested these markets could instead track real-world costs like housing and healthcare. AI tools could then help people automatically protect themselves against rising prices, shifting the intent from speculation to protection.
This outlines a blueprint where no single signal is completely trusted. The next phase moves from trustless execution to trust-minimized interpretation, with Ethereum as a coordination layer.

