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AI the New Tech Stack

September 20, 2025Updated:September 20, 2025No Comments3 Mins Read
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AI the New Tech Stack

The Web Laptop ICP$4.7396, a blockchain venture that has sought to distinguish itself from rivals, is doubling down on its pitch because the go-to community for on-chain synthetic intelligence (AI).

This could possibly be the start of a brand new tech stack – one by which AI, not people, turns into the first developer of purposes, based on Dominic Williams, founding father of Web Laptop developer Dfinity.

Williams argued that whereas crypto costs stay pushed largely by market mechanics – treasury operations, liquidity video games and hypothesis – the underlying know-how will ultimately pressure a reckoning in an interview with CoinDesk.

“In the long term, markets start to mirror realities on the bottom,” he stated. “However as but you’re not seeing what’s occurring with Web Laptop mirrored in ICP’s value.”

Working AI on-Chain

The Web Laptop first demonstrated neural networks operating as sensible contracts in April final 12 months, beginning with picture classification and later facial recognition, Williams stated.

Whereas these had been comparatively easy fashions in comparison with giant language fashions – the type that energy AI instruments like ChatGPT and Gemini – they had been proof of idea: that AI can run natively on a blockchain. No different community has achieved this, Williams identified, regardless of the chatter about “decentralized AI.”

The place others depend on off-chain infrastructure like Amazon Internet Providers, ICP seeks to combine the total AI improvement and execution stack on-chain. Williams describes this as “a self-writing web” – a system the place customers describe what they need, and an AI delivers it as a working software, hosted instantly on Web Laptop.

The larger thought, Williams stated, is that AI itself will substitute a lot of as we speak’s developer workflow. As a substitute of people writing code, configuring databases and sustaining servers, an AI might spin up purposes immediately, replace them repeatedly and guarantee resilience by way of blockchain-based ensures.

This reframes the blockchain not simply as a settlement layer for tokens, however because the optimum atmosphere for AI-generated purposes. ICP’s design, with options like “reverse gasoline” – the mannequin the place builders pay for the computational prices of their purposes, reasonably than requiring finish customers to pay a transaction payment – removes the necessity for firewalls or database migrations that plague conventional infrastructure.

“AI is creating these apps tons of of instances sooner than people might,” Williams stated. “And since there aren’t any system admins standing by, you want the guardrails solely blockchain can present.”

Williams pointed to early hackathons the place odd folks used AI on ICP to construct apps: from a crowdsourced pothole-mapping platform, to a software for producing wills and well being directives.

The imaginative and prescient is that such instruments might proliferate within the tens of millions. Entrepreneurs, small companies and even NGOs might create personalized apps with out technical experience, paying for utilization with fiat whereas crypto tokens underpin the system behind the scenes.

Worth Motion Nonetheless Lagging

Regardless of these developments, the ICP token has but to see sustained momentum. It briefly rallied when AI integrations had been introduced final 12 months, however has since traded extra according to broader market sentiment than with consumer adoption.

Williams accepts this disconnect however predicts that markets could catch up very quickly.

“This could possibly be the primary time Web3 really outcompetes Web2 technologically, and not using a token incentive in sight,” Williams stated. “The shock will likely be when folks understand they will simply discuss to an AI, and a blockchain app seems at a URL.”





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