TL;DR
- Vitalik Buterin believes artificial intelligence is surpassing human capabilities faster than many people expect.
- The Ethereum founder argues that measuring AI through a single standard limits understanding of its growth.
- He says AI is expanding across multiple areas, including problem-solving and analysis, creating new opportunities for blockchain and crypto technologies focused on transparency, ownership, and decentralized systems.
Ethereum co-founder Vitalik Buterin has shared new thoughts about the rapid development of Artificial Intelligence (AI), arguing that the technology is advancing faster than many people recognize. The Ethereum founder believes AI systems are already outperforming humans across different categories, challenging the traditional way society measures intelligence and technological progress.
Thread: how I think about the growth of AI capabilities and what it means for us as they keep getting stronger.
I think the right model for comparing humans and AI is not any single dimension like intelligence or aggregate performance on economic tasks. Rather, I view both… pic.twitter.com/q5DdqeGIuj
— vitalik.eth (@VitalikButerin) July 20, 2026
Buterin explained that comparing AI and humans through a single metric, such as general intelligence or economic output, does not accurately represent the current evolution of machine capabilities. Instead, he suggests analyzing a wider range of abilities, including problem-solving, creativity, physical interaction, and decision-making.
Ethereum Founder Examines The Expansion Of AI Capabilities
Buterin compared the current AI landscape with historical technological changes. He referenced the year 1500, when machines such as watermills and windmills could outperform humans in specific tasks related to energy production, while people still maintained an advantage in most other activities.
According to Buterin, modern AI follows a similar pattern but operates on a much broader scale. Current systems are improving across multiple fields, including coding, research, communication, and data analysis. Rather than replacing humans instantly, AI is increasing the number of tasks where machines can achieve competitive results.
The Ethereum creator also believes that society should avoid focusing only on whether AI has become “smarter” than humans. Instead, he argues that the more relevant question is how many different activities AI can perform effectively.
AI Progress Could Influence Crypto And Decentralized Technologies
Buterin’s comments also connect with broader discussions about the future relationship between AI and blockchain technology. Many developers in the crypto sector are exploring ways decentralized networks can support AI systems through transparent data management, digital ownership, and open participation models.
Ethereum has already become a major infrastructure layer for applications experimenting with automated systems, decentralized finance, and digital assets. As AI capabilities continue expanding, blockchain networks could play a role in creating systems where users maintain greater control over data and digital interactions.
Buterin has previously discussed the importance of balancing technological innovation with security and individual autonomy. His latest comments suggest that AI development will require new approaches to how society evaluates intelligence, ownership, and trust in digital environments.
