Dominic Williams Positions Internet Computer as Leader in On-Chain AI

According to Dominic Williams, founder of Dfinity, the Internet Computer (ICP) is on the cusp of a revolutionary transformation where artificial intelligence, not humans, becomes the primary architect of digital applications. This vision sets ICP apart from other blockchain projects that mainly function as speculative instruments and treasury operations. Williams argues that although the current crypto market is still dominated by market mechanisms—liquidity plays, price swings, and speculation—the underlying technology will eventually force a reevaluation.

In an interview with CoinDesk, Williams acknowledged that the ICP token price so far has not aligned with the network’s technological progress. With the current price at $2.39 (as of March 24, 2026) and a 24-hour change of +0.58%, the market lags behind the real innovations that Internet Computer is delivering. “In the long run, markets will reflect the underlying reality,” Williams stated, while recognizing that this moment may not have arrived yet.

Technological Breakthrough: On-Chain AI Becomes Reality

Internet Computer has distinguished itself by executing neural networks as smart contracts—a feat no other blockchain network has achieved to date. The first demonstration took place in April 2025, starting with image classification, followed by more advanced applications like facial recognition. Although these initial models were relatively simple compared to large language models like ChatGPT and Gemini, they provided a crucial proof of concept.

Where competing platforms rely on external cloud infrastructure—such as Amazon Web Services—ICP pursues something fundamentally different: integrating the full AI development and execution stack directly on the blockchain. This eliminates dependence on centralized servers and paves the way for what Williams calls “the self-writing internet.” In this ecosystem, users specify their needs, and AI immediately produces a fully functional application hosted directly on the Internet Computer.

The implications are profound. Instead of human developers writing code, configuring databases, and managing servers, AI could autonomously perform these tasks. Williams suggests that “AI can develop these apps a hundred times faster than humans ever could.”

Revolutionary Economic Model: Reverse Gas

A key distinction of ICP lies in its economic model, known as “reverse gas.” In traditional blockchains, end users pay transaction fees. On Internet Computer, it’s the other way around: developers pay for the computational resources of their applications. This elegant design removes barriers to mass monetization and eliminates the need for firewalls or complex database migrations that plague traditional infrastructures.

This model supports Williams’ vision of a secure, blockchain-guaranteed environment where AI-generated applications can thrive without system administrator intervention.

Practical Applications Show Unprecedented Potential

Early hackathons have already demonstrated what this vision means in practice. Non-technical users have built usable applications using AI on ICP—from crowdsourced pothole reporting platforms to tools for wills and health declarations. These examples are just the beginning of a much broader transformation.

The implication is clear: entrepreneurs, small businesses, and even NGOs could create customized software without any technical expertise. They pay in fiat currency for usage, while crypto tokens quietly underpin the system behind the scenes. The potential scale of such applications—millions of tailored tools for diverse users—opens a whole new domain for software development.

Why Market Prices Still Don’t Follow

Despite these technological advances, the ICP token shows no consistent upward momentum. Although it briefly surged when AI integrations were announced last year, ICP has since largely followed broader market trends rather than actual user adoption.

Williams acknowledges this gap but remains optimistic. He suggests that the shock could occur when the general public realizes they can easily communicate with AI and immediately see a blockchain application appear on a URL—without any human programmers involved.

“This could be the first time that Web3 truly surpasses Web2 technologically, without any visible token incentive,” Williams said. While the market has yet to process this insight, the underlying technology continues to make relentless progress.