In the Crypto+AI Leapfrogging Wave, How to Seize the Hundredfold Narrative?

By: blockbeats|2025/01/10 05:45:02
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Original Article Title: Crypto X AI Thesis (Part 1) -- We're at a "Step Function" Moment
Original Article Author: karsenthil, Lattice Fund Venture Partner
Original Article Translation: zhouzhou, BlockBeats

Editor's Note: This article discusses the evolution of blockchain from the consensus layer (Bitcoin) to the execution layer (smart contracts), and now towards the application layer transition. AI is seen as the key to unlocking the future, with four major innovation directions over the next 25 years: Super Apps, SaaS-like Smart Agents, AI-native Infrastructure, and Intelligent Assets. It is predicted that these areas will drive a new wave of industry growth, including all-encompassing financial applications, dynamic intelligent assets, and AI-specific on-chain platforms, all showing tremendous potential.

The following is the original content (slightly reorganized for readability):

AI represents the next inflection point in blockchain evolution, with each era of blockchain development typically following a familiar trajectory.

1. A "step function" leap forward triggers a wave of innovation;

2. Progress gradually stabilizes, and imitators begin to flood in;

3. The next leap forward follows.

In the Crypto+AI Leapfrogging Wave, How to Seize the Hundredfold Narrative?

The first leap forward in the crypto space began with the innovation at the consensus layer: the invention of Bitcoin and Proof of Work (PoW). This wave of innovation (roughly from 2009 to 2014) propelled the total crypto market capitalization to grow over 10,000 times, surging from about $750,000 to around $7.5 billion.

The second leap forward occurred at the execution layer, with the emergence of smart contracts enabling blockchain programmability. Today, most infrastructure (L1, L2, etc.) and applications (tokens, stablecoins, DeFi, etc.) are built on this core primitive. This wave of innovation (roughly from 2014 to present) expanded the total crypto market capitalization by about 500 times, reaching around $3.5 trillion, with projects born in this wave holding a staggering 43% (about $1.5 trillion) of the total market cap.

However, progress has once again stabilized. Why? Here are my (potentially controversial) views:

Everything that can be built on smart contracts may have already been built. Even the recent trend of meme coins is just a "mash-up" of existing building blocks (such as tokens, bond curves, NFT mania), rather than a completely new invention.

Smart contracts have become the core bottleneck of user experience (UX). Cryptographic applications must interact directly with smart contracts, shifting complexity to the user. Users need to understand the contract's location, function, interaction method, and also sign transactions, pay gas fees, etc.

Fortunately, the next transformative improvement is already here—bringing innovation at the application layer through enhanced usability.

AI Will Become Cryptography's Frontend


Every new technology requires a suitable "frontend" (or user experience layer) to abstract complexity in a localized manner and integrate functionality. For example:

· Personal computers have GUI and operating systems;

· The Internet has web browsers and FAANG;

· Mobile devices have native apps and app stores.

AI will become this user experience layer in the cryptographic field, providing an order-of-magnitude better user experience for cryptographic infrastructure to promote broader adoption. The reason I hold this view is that AI can abstract the biggest user experience challenge in cryptography:

· Onboarding: Lowering the threshold for users to interact with cryptography;

· Execution: Simplifying operations that typically require multiple discrete steps, with LLM having an advantage in this aspect;

· Discovery: Helping users find suitable applications and features.

By 2030, I anticipate that 40% of the global population will have completed on-chain transactions, with over 95% of on-chain transactions being completed through AI. By then, users will be using applications based on cryptographic technology without consciously realizing that it is cryptography that drives them.

To achieve this, AI will become the "connecting organization" between the application layer and the cryptographic infrastructure, working together upward and downward in the tech stack. In the future, applications will interact directly with multiple AI agents and models, and these AI agents will aggregate on behalf of users and execute on-chain operations. Smart contracts will also evolve into forms integrated natively with AI, such as "smart tokens," providing a generative and customized experience rather than the uniform and deterministic patterns we see today.

When you look at cryptographic applications from the perspective of AI, everything becomes clear. For example, the next generation of super financial applications may leverage AI to aggregate information, make proactive recommendations, and execute DeFi operations based on the user's intent, preferences (such as security, yield, etc.), and real-time market predictions. Users won't need to understand what L1/L2 is, won't need to remember the names of protocols or assets, and won't need to know how cross-chain bridges work and other complex details.

Even more exciting, this future is just beginning to take shape.

So, who will emerge as the biggest winner?

As AI unleashes its innovative power at the application layer, the answer seems quite clear: it's all about the applications, applications, applications! (Of course, with some infrastructure play as well.) As David points out below, we're already starting to see a shift from the infrastructure cycle to the application cycle, and AI will only further accelerate this transition.

In the crypto space, there are four types of products that particularly excite me, each of which has significant asymmetric potential in its early stages:

1. Aggregators, a.k.a. Super Apps

I predict that the "FAANG of the Crypto Space" will emerge: Super apps that simplify the on-chain user experience through proxies, directly engage with users, and vertically integrate infrastructure, making applications more robust. By becoming infrastructure providers (similar to Amazon or Google), they attract developers, while demonstrating monopolistic advantages in their respective domains (e.g., search and advertising, finance, commerce, social, etc.).

Just as today's FAANG drives about 20% of the S&P 500's value, I also expect this category to follow a power-law distribution, capturing a similar proportion of the crypto market's total market cap by 2030: a conservative estimate of hundreds of billions, with an optimistic prediction reaching trillions in market opportunity.

In this field, I am particularly bullish on DeFi (or as the younger generation calls it, DeFAI) as a killer app scenario: imagine a next-generation financial super app where users can seamlessly access all on-chain financial assets, receive investment advice or insights, perform real-time sentiment analysis, and directly execute user intent. Additionally, the "Google of the Crypto Space" is equally anticipated, tackling the discovery problem of crypto applications and assets through a design similar to the "PageRank" algorithm, monetizing through advertising or innovative value flows.

The winners in this category will create unprecedented outcomes because they possess a key factor that Web2 super apps have never had: tokens. Tokens in the crypto space have proven to be an undeniable product-market fit (PMF), capable of attracting broad attention from users, investors, and believers, and occupying mindshare.

2. Agents as a Service (Agents as SaaS)

I am excited about AI agents that excel in a specific field, which can be combined through aggregators or other agents, similar to today's SaaS or financial products.

For example, a fully autonomous agent could accept liquidity and invest it in the crypto market (acting both as a top-tier high-liquidity trader and participating in the best-performing projects on Echo), all while charging lower fees than an ETF or fund. Alternatively, an agent could achieve excess returns in prediction markets or sports betting markets. Another example is a tool like aixbt that provides high-value market and investment research.

These agents will democratize market access through on-chain assets (such as dollars, real-world assets, etc.) and strategies (quantitative, venture capital, etc.), making previously inaccessible markets more reachable.

This is not limited to the financial sector alone. Imagine a world where an AI doctor, trained specifically for a patient's profile, can directly interface with insurance companies through a crypto payment system and issue low-risk prescriptions. Or, an insurance agent could find the cheapest insurance for your home. Of course, there is still a long way to go to achieve these scenarios (after all, most agents currently can't even handle basic on-chain interactions).

However, with innovations from these agents in user acquisition, value capture, and pricing mechanisms (e.g., users needing to hold 100 AIXBT to access premium services), the opportunities will be endless. As these developments unfold, I also anticipate significant opportunities in the agent market, akin to "the eBay or OpenSea of this world."

3. AI-native Infrastructure

The next-generation critical infrastructure opportunity (e.g., L1) will no longer focus on speed or cost but will instead provide an order-of-magnitude improvement in user experience. By leveraging AI agents and AI-powered smart contracts at its core, the new infrastructure will natively support efficient on-chain reasoning, verifiable off-chain reasoning (leveraging trusted execution environments [TEEs]), semi-autonomous AI agents supporting smart accounts (with built-in security limits), computation/training access, and bidirectional agent-value flow capabilities, empowering collaborative group efforts and the development of agentomics.

Similar to the current era of dApps, many agents from the aforementioned category 2 (especially long-tail agents) will deploy on these new L1s instead of managing their own infrastructure, thereby benefiting from the proximity and composability network effects. I am also excited about reimagining value capture mechanisms, MEV, and consensus mechanisms for this new generation of L1s (e.g., can agents become validators?).

This does not mean I am bearish on Ethereum, Solana, or other leading L1/L2 ecosystems. These ecosystems can and will introduce many of these features into their tech stacks over the next few years. However, I believe that L1s born in this era, more aligned with the needs of a new generation of developers, will have tremendous growth opportunities. Projects like ai16z and Virtuals have already served as early harbingers in this space, showcasing possible future forms and their potential market size.

The story of L1 may still have some excitement to come.

4. Smart Assets

Some of the most popular applications in the crypto space today (such as stablecoins, NFTs, ERC-20/SPL tokens) are essentially deterministic, static assets. They perform well for their designed purposes, but what if users could have smart assets that strive dynamically towards specific goals (such as more holders, higher value, etc.)?

Imagine a scenario where smart contracts could invoke a reasoning model on-chain to allow assets to dynamically adjust token supply, issuance schedules, burning or staking mechanisms, or other parameters that are currently hard-coded (or require social consensus for modification). Each token could even be customized based on the holder and their preferences, providing a whole new dimension of personalization.

I speculate that the earliest experiments with these assets will emerge in the NFT and DAO space. For example, an NFT that is 100% generated in every aspect (not just its media content); or a governance token that could, based on protocol history and holder preferences, represent users in drafting proposals or voting.

As the technology matures, the big winners in this category may still be focused on financial use cases. For instance, someday in the future, Ethena's USDE stablecoin may be able to dynamically adjust its synthetic dollar strategy based on macroeconomic conditions.

Original Article Link

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$COIN Joins S&P 500, but Coinbase Isn't Celebrating

On May 13, S&P Dow Jones Indices announced that Coinbase would officially replace Discover Financial Services in the S&P 500 on May 19. While other companies like Block and MicroStrategy, closely tied to Bitcoin, were already part of the S&P 500, Coinbase became the first cryptocurrency exchange whose primary business is in the index. This also signifies that cryptocurrency is gradually moving from the fringes to the mainstream in the U.S.



On the day of the announcement, Coinbase's stock price surged by 23%, surpassing the $250 mark. However, just 3 days later, Coinbase was hit by two consecutive events: a hack where employees were bribed to steal customer data and a demand for a $20 million ransom, and an investigation by the U.S. Securities and Exchange Commission (SEC) into the authenticity of its claim of having over 100 million "verified users" in its securities filings and marketing materials. These two events acted as mini-bombs, and at the time of writing, Coinbase's stock had already dropped by over 7.3%.


Coincidentally, Discover Financial Services, being replaced by Coinbase, can also be considered the "Coinbase" of the previous payment era. Discover is a U.S.-based digital banking and payment services company headquartered in Illinois, founded in 1960. Its payment network, Discover Network, is the fourth largest payment network apart from Visa, Mastercard, and American Express.


In April, after the approval of the acquisition of Discover by the sixth-largest U.S. bank, Capital One, this well-established digital banking company of over 60 years smoothly handed over its S&P 500 "seat" to this emerging cryptocurrency "bank." This unexpected coincidence also portrayed the handover between the new and old eras in Coinbase's entry into the S&P 500, resembling a relay race scene. However, this relay baton also brought Coinbase's accumulated "external troubles and internal strife" to a tipping point.


Side Effects of ETFs


Over the past decade, cryptocurrency exchanges have been the most stable "profit machines." They play a role in providing liquidity to the entire industry and rely on trading fees to sustain their operations. However, with the comprehensive rollout of ETF products in the U.S. market, this profit model is facing unprecedented challenges. As the leader in the "American stack," with over 80% of its business coming from the U.S., Coinbase is most affected by this.



Starting from the approval of Bitcoin and Ethereum spot ETFs, traditional financial capital has significantly onboarded users and funds that originally belonged to exchanges in a more cost-effective, compliant, and transparent manner. The transaction fee revenue of cryptocurrency exchanges has started to decline, and this trend may further intensify in the coming months.


According to Coinbase's 2024 Q4 financial report, the platform's total trading revenue was $417 million, a 45% year-on-year decrease. The contribution of BTC and ETH's trading revenue dropped from 65% in the same period last year to less than 50%.


This decline is not a result of a decrease in market enthusiasm. In fact, since the approval of the Bitcoin ETF in January 2024, the inflow of BTC into the U.S. market has continued to reach new highs, with asset management giants like BlackRock and Fidelity rapidly expanding their management scale. Data shows that BlackRock's iShares Bitcoin ETF (IBIT) alone has surpassed $17 billion in assets under management. As of mid-May 2025, the cumulative net inflow of 11 major institutional Bitcoin spot ETFs on the market has exceeded $41.5 billion, with a total net asset value of $1214.69 billion, accounting for approximately 5.91% of the total Bitcoin market capitalization.


Chart showing the trend of net outflows for Grayscale among the 11 institutions


Institutional investors and some retail investors are shifting towards ETF products, partly due to compliance and tax considerations. On one hand, ETFs have much lower trading costs compared to cryptocurrency exchanges. While Coinbase's spot trading fee rate varies annually in a tiered manner but averages around 1.49%, for example, the management fee for IBIT ETF is only 0.25%, and the majority of ETF institution fees fluctuate around 0.15% to 0.25%.



In other words, the more rational users are, the more likely they are to move from exchanges to ETF products, especially for investors aiming for long-term holdings.


According to multiple sources, several institutions, including VanEck and Grayscale, have submitted applications to the SEC for a Solana (SOL) ETF, with some institutions also planning to submit an XRP ETF proposal. Once approved, this may trigger a new round of fund migration. According to a report submitted by Coinbase to the SEC, as of April, the platform's trading revenue from XRP and Solana accounted for 18% and 10%, nearly one-third of the platform's fee revenue.



However, the Bitcoin and Ethereum ETFs passed in 2024 also reduced the fees for these two tokens on Coinbase from 30% and 15% to 26% and 10%, respectively. If the SOL and XRP ETFs are approved, it will further undermine the core fee revenue of exchanges like Coinbase.


The expansion of ETF products is gradually weakening the financial intermediary status of cryptocurrency exchanges. From their original roles as matchmakers and clearers to now gradually becoming mere "on-ramps and off-ramps" for funds, exchanges are seeing their marginal value squeezed by ETFs.


Robinhood Takes a Stand, Traditional Brokerages Join the Fray


On May 12, 2025, SEC Chairman Paul S. Atkins gave a keynote speech at the Tokenization and Cryptocurrency Working Group roundtable. The theme of his speech revolved around "It is a new day at the SEC," where he indicated that the SEC would not approach enforcement and regulation the same way as before but would instead pave the way for cryptocurrency assets in the U.S. market.



With signs of cryptocurrency compliance such as the SEC's "NEW DAY" declaration, an increasing number of traditional brokerages are attempting to enter the cryptocurrency industry. One of the most representative cases is the well-known U.S. brokerage Robinhood, which began expanding its crypto business in 2018. By the time of its IPO in 2021, Robinhood's crypto business revenue accounted for over 50% of the company, with a significant boost from the Dogecoin "moonshot" promoted by Musk.


In Q1 2025 earnings report, Robinhood showcased strong growth, especially in revenue from cryptocurrency and options trading. Fueled by Trump's Memecoin, cryptocurrency-related revenue reached $250 million, nearly doubling year-over-year. Consequently, Robinhood Gold subscription users reached 3.5 million, a 90% increase from the previous year, with the rapid growth of Robinhood Gold providing the company with a stable source of income.



Meanwhile, RobinHood is actively pursuing acquisitions in the cryptocurrency space. In 2024, it announced a $2 billion acquisition of the long-standing European cryptocurrency exchange Bitstamp. Additionally, Canada's largest cryptocurrency CEX, WonderFi, which recently went public on the Toronto Stock Exchange, also announced its integration with RobinHood Crypto. After obtaining virtual asset licenses in the UK, Canada, Singapore, and other markets, RobinHood has taken a proactive approach in the compliant cryptocurrency trading market.



Furthermore, an increasing number of brokerage firms are exploring the same path. Futu Securities, Tiger Brokers, and others are also dipping their toes into cryptocurrency trading, with some having applied for or obtained the VA license from the Hong Kong SFC. Although their user bases are currently small, traditional brokerages have a natural advantage in user trust, regulatory licenses, and low fee structures. This could pose a threat to native cryptocurrency platforms in the future.



User Data Breach: Is Coinbase Still Secure?


In April 2025, security researchers discovered that some Coinbase user data was leaked on the dark web. While the platform initially responded by attributing it to a "technical misinformation," it still raised concerns among users regarding its security and privacy protection. Just two days before Dow Jones Indexes announced Coinbase's addition to the S&P 500 Index, on May 11, 2025, Coinbase received an email from an unknown threat actor claiming to have obtained customer account information and internal documents, demanding a $20 million ransom to keep the data private. Subsequent investigations confirmed the data breach.


Cybercriminals obtained the data by bribing overseas customer service agents and support staff, mainly in "non-U.S. regions such as India." These agents abused their access to Coinbase's internal customer support system and stole customer data. As early as February this year, blockchain detective ZachXBT revealed on X platform that between December 2024 and January 2025, Coinbase users lost over $65 million to social engineering scams, with the actual amount potentially higher.


Among the victims was a well-known figure, 67-year-old Ed Suman, an established artist in the art world for nearly two decades, having been involved in the creation of artworks such as Jeff Koons' "Balloon Dog" sculpture. Earlier this year, he fell victim to an impersonation scam involving fake Coinbase customer support, resulting in a loss of over $2 million in cryptocurrency. ZachXBT critiqued Coinbase for its inadequate handling of such scams, noting that other major exchanges have not faced similar issues and recommending Coinbase to enhance its security measures.


Amidst a series of ongoing social engineering incidents, although there has not been any impact on user assets at the technical level so far, it has raised concerns among many retail and institutional investors. Especially institutions holding massive assets on Coinbase. Just considering the U.S. BTC ETF institutions, as of mid-May 2025, they collectively hold nearly 840,000 BTC, and 75% of these are custodied by Coinbase. If we price BTC at $100,000, this amount reaches a staggering $63 billion, which is equivalent to the nominal GDP of two Iceland in the year 2024.


Visualization: ChatGPT, Source: Farside


In addition, Coinbase Custody also serves over 300 institutional clients, including hedge funds, family offices, pension funds, and endowments. As of the Q1 2025 financial report, Coinbase's total assets under management (including institutional and retail clients) reached $404 billion. The specific amount of institutional custodied assets was not explicitly disclosed in the latest report, but it should still be over 50% based on the Q4 2024 report.


Visualization: ChatGPT


Once this security barrier is breached, not only could the rate of user attrition far exceed expectations, but more importantly, institutional trust in it would undermine the foundation of its business. Therefore, after a hacking event, Coinbase's stock price plummeted significantly.


CEXs are All in Self-Rescue Mode


Facing a decline in spot trading fee revenue, Coinbase is also accelerating its transformation, attempting to find growth opportunities in derivatives and emerging assets. Coinbase acquired a stake in the options platform Deribit at the end of 2024 and announced the official launch of perpetual contract products in 2025. This acquisition fills in Coinbase's gap in options trading and its relatively small global market share.



Deribit has a strong presence in non-U.S. markets, especially in Asia and Europe. The acquisition has enabled Coinbase to gain a dominant position in bitcoin and ethereum options trading on Deribit, accounting for approximately 80% of the global options trading volume, with daily trading volume remaining above $2 billion.


Meanwhile, 80-90% of Deribit's customer base consists of institutional investors, with their professionalism and liquidity in the Bitcoin and Ethereum options market highly favored by institutions. Coinbase's compliance advantage, coupled with its already robust institutional ecosystem, makes it even more suitable. By using institutions as an entry point, it can face the squeeze from giants like Binance and OKX in the derivatives market.



Facing a similar dilemma is Kraken, which is attempting to replicate Binance Futures' model in non-U.S. markets. Since the derivatives market relies more on professional users, fee rates are relatively higher and stickiness is stronger, making it a significant source of revenue for exchanges. In the first half of 2025, Kraken completed the acquisition of TradeStation Crypto and a futures exchange, aiming to build a complete derivatives trading ecosystem to hedge the risk of declining spot transaction fee income.


With the surge of Memecoin in 2024, Binance, OKX, and various CEX platforms began massively listing small-market-cap, highly volatile tokens to activate active trading users. Due to the wealth effect and trading activity of Memecoins, Coinbase was also forced to join the battle, successively listing popular tokens from the Solana ecosystem such as BOOK OF MEME and Dogwifhat. Although these coins are controversial, they are frequently traded, with fee rates several times higher than mainstream coins, serving as a "blood-boosting" method for spot trading.


However, due to its status as a publicly traded company, this practice is a riskier endeavor for Coinbase. Even in the current crypto-friendly environment, the SEC is still investigating whether tokens like SOL, ADA, and SAND constitute securities.


In addition to the forced transformation strategies carried out by the aforementioned CEXs, they are also starting to lay out RWAs and the most talked-about stablecoin payment fields, such as the PYUSD launched through a collaboration between Coinbase and Paypal, Coinbase's support for the Euro stablecoin EURC by Circle that complies with EU MiCA regulatory requirements, or the USD1 launched through a collaboration between Binance and WIFL. In the increasingly crowded trading field, many CEXs have shifted their focus from just the trading market to the application field.


The golden age of transaction fees has quietly ended, and the second half of the crypto exchange platform game has silently begun.


Key Market Insights for May 16th, how much did you miss out on?

1. On-chain Flows: $111.3M inflow to Ethereum this week; $237.6M outflow from Berachain 2. Largest Price Swings: $ETHFI, $NEIRO 3. Top News: Data: Solana Network's revenue reached $7.9M on the 13th, surpassing the sum of all other L1 and L2 chains

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