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    AI and crypto: why “the true innovation just isn’t the tokens, however the blockchain”
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    AI and crypto: why “the true innovation just isn’t the tokens, however the blockchain”

    By Crypto EditorApril 8, 2026No Comments5 Mins Read
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    “The actual innovation just isn’t the tokens, however the blockchain.” With these phrases, Tomasz Tunguz, Enterprise Capitalist at Concept, summarized one of the vital profound modifications impacting the crypto sector throughout his speech at HumanX in San Francisco.

    AI and crypto: why “the true innovation just isn’t the tokens, however the blockchain”

    His intervention matches right into a broader context: the evolution of the connection between AI, crypto, and capital, and particularly the way in which startups at this time elevate funds and construct sustainable companies in the long run.

    From Token Economic system to Fairness: How the Crypto Market Has Modified

    In line with Tunguz, the cycle of ICOs and tokens as the first funding instrument is now over.

    Between 2016 and 2022, tokens represented a real innovation:
    they allowed startups to entry capital markets with out incurring the prices (even exceeding 20-25 million {dollars}) of a conventional itemizing.

    Nevertheless, at this time the state of affairs is totally totally different:

    • elevated regulation
    • decline in retail curiosity
    • extra selective method by institutional traders

    The symbolic determine is the value of Bitcoin, which in a number of months dropped from roughly 120,000 {dollars} to 70,000.

    On the similar time, institutional gamers like BlackRock are focusing virtually solely on established property, decreasing publicity to altcoins and extra speculative initiatives.

    The end result? Crypto startups at this time more and more resemble conventional software program firms:

    • elevate fairness capital
    • develop merchandise
    • generate income
    • promote to enterprise shoppers akin to banks and fintech

    In different phrases, we’re witnessing a real “SaaS-ification of crypto”.

    Crypto Paradox: Much less Hype, Extra Actual Adoption

    Regardless of the decline in speculative curiosity, Tunguz highlights an important level:
    blockchain know-how has by no means been used as a lot as it’s now.

    Particularly, stablecoins are experiencing unprecedented development:

    • the transaction quantity has exceeded that of conventional networks like Visa by 2-3 occasions
    • main banks like JPMorgan Chase transfer as much as billions of {dollars} day by day on inner infrastructures based mostly on stablecoins

    This marks a key transformation: crypto is not pushed by retail, however by institutionalization.

    And right here emerges one other paradox highlighted by Tunguz:
    when an asset turns into institutional, early-stage funding alternatives usually enhance.
    Within the case of crypto, nevertheless, these lower as a result of the market goal modifications radically.

    The place Worth is Created Immediately: Infrastructure, Not Purposes

    One other key level of the speech issues worth creation.

    If prior to now it was thought that worth lay in protocols or functions, at this time the truth is totally different: worth is concentrated within the core infrastructure

    Particularly:

    • cost programs
    • digital identification
    • knowledge infrastructure and compliance
    • high-frequency buying and selling

    The functions, alternatively, are producing much less worth than anticipated.

    An instance cited is that of the brand new ultra-fast buying and selling infrastructures, impressed by the world of conventional high-frequency buying and selling, however utilized to crypto.

    The Alternative of Prediction Markets

    Probably the most promising sectors based on Tunguz is that of prediction markets.

    These markets are quickly rising, evolving from instruments primarily linked to elections into true ecosystems the place bets are positioned on geopolitical occasions, monetary markets, or sports activities.

    However the true alternative is way bigger.

    “Think about being a big firm like Apple and desirous to insure towards a provide chain threat, akin to a battle within the South China Sea.”

    Immediately, an organization would flip to Lloyd’s of London to acquire a tailor-made coverage.

    Tomorrow, you might use a prediction market to construct a hedge over a number of time horizons (6, 12, 18 months), with larger liquidity and market pricing.

    The Key Subject: Contract Standardization

    The primary limitation of prediction markets at this time is the interpretation of contracts.

    In conventional futures markets (oil, wheat, and so on.), there are clear and universally accepted requirements.
    In prediction markets, nevertheless, contracts are sometimes ambiguous and open to interpretation.

    This represents a big hurdle for institutional adoption. And that is the place blockchain comes into play.

    Sensible contracts can rework these agreements into:

    • standardized contracts
    • verifiable
    • mechanically executable

    “A wise contract is actually a authorized contract written in code. We haven’t reached this degree in prediction markets but, however we are going to get there.”

    AI + crypto: the place convergence is actual

    One other central theme of the speech is the intersection between AI and crypto. In line with Tunguz, the actually attention-grabbing functions are these the place each are needed.

    The primary areas are:

    1. Company Funds

    AI brokers will be capable to conduct transactions autonomously, utilizing crypto wallets and stablecoins.

    2. Identification of the Brokers

    Distinguishing between “good” and “malicious” brokers will turn out to be important.

    3. Proof of Humanity

    Show that behind an motion there’s a human and never an algorithm.

    4. Supply Verification (ZK proof)

    An AI agent will be capable to display that it has used particular and dependable sources.

    On this context, crypto is right as a result of it’s clear, programmable, quick, and verifiable.

    The Future: Autonomous Firms Created by AI Brokers

    Trying in the direction of 2030, Tunguz envisions a radical state of affairs:

    a type of “Shopify for AI brokers”. Basically, you will have an concept, you talk it to an agent, the agent builds the enterprise, manages advertising, logistics, and gross sales, and autonomously generates income. The end result?
    A world the place one particular person can handle dozens of autonomous companies, all operated by AI brokers.


    The Return of Crypto (Pushed by AI)

    Lastly, Tunguz debunks one other widespread perception: that AI and crypto are in competitors.

    Immediately, nearly all of expertise is shifting in the direction of AI, however this might change quickly.

    Within the coming years, actually, crypto might turn out to be central once more because of:

    • zero-knowledge proof
    • verification of the AI fashions used
    • safety and agent audits

    And exactly for that reason, enterprise capital within the crypto sector seems at this time to be “extra open” in comparison with the previous, providing new alternatives for startups and traders.



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