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    Web Pc (ICP) Information: AI the New Tech Stack
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    Web Pc (ICP) Information: AI the New Tech Stack

    By Crypto EditorSeptember 20, 2025No Comments3 Mins Read
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    Web Pc (ICP) Information: AI the New Tech Stack

    The Web Pc ICP$4.7545, a blockchain mission 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 may very well be the start of a brand new tech stack – one during which AI, not people, turns into the first developer of purposes, in keeping with Dominic Williams, founding father of Web Pc 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 power a reckoning in an interview with CoinDesk.

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

    Operating AI on-Chain

    The Web Pc first demonstrated neural networks working 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 Companies, ICP seeks to combine the complete AI growth 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 utility, hosted immediately on Web Pc.

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

    This reframes the blockchain not simply as a settlement layer for tokens, however because the optimum setting 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, fairly than requiring finish customers to pay a transaction charge – removes the necessity for firewalls or database migrations that plague conventional infrastructure.

    “AI is creating these apps tons of of instances quicker 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 unusual folks used AI on ICP to construct apps: from a crowdsourced pothole-mapping platform, to a device for producing wills and well being directives.

    The imaginative and prescient is that such instruments might proliferate within the thousands and thousands. 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 might catch up very quickly.

    “This may very well be the primary time Web3 truly outcompetes Web2 technologically, and not using a token incentive in sight,” Williams stated. “The shock can be when folks notice they will simply discuss to an AI, and a blockchain app seems at a URL.”





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