Author: Azuma; Editor: Hao Fangzhou Produced by: Odaily Planet Daily DeFi is once again in the spotlight. As the most vibrant narrative direction in the industry over the past few years, DeFi carries the expectation of the continued evolution and expansion of the cryptocurrency industry. I firmly believe in its vision and am accustomed to deploying more than 70% of my stablecoin positions in various on-chain interest-earning strategies, and I am willing to take on a certain degree of risk for this. However, with the recent series of security incidents, the lingering effects of some historical events and the inherent problems that were previously hidden have gradually come to light, creating a dangerous atmosphere throughout the DeFi market. As a result, the Odaily author himself chose to withdraw most of his on-chain funds last week. What exactly happened? First half of the chapter: Opaque high-interest stablecoins Last week saw several noteworthy security incidents in the DeFi sector. While the Balancer hack could be considered an isolated incident, the successive de-pegging of two so-called yield-generating stablecoin protocols, Stream Finance (xUSD) and Stable Labs (USDX), exposed some fundamental problems. What xUSD and USDX have in common is that they are both packaged as synthetic stablecoins similar in model to Ethena (USDe), primarily utilizing a Delta-neutral hedging arbitrage strategy to maintain their peg and generate returns. This type of interest-bearing stablecoin has been very popular in this cycle. Because the business model itself is not particularly complex, and given the precedent of USDe's partial success, various stablecoins have emerged in large numbers, even experimenting with every possible combination of the 26 letters of the alphabet with the word USD. However, the reserves and strategies of many stablecoins, including xUSD and USDX, are not transparent enough, but they still attract a large influx of funds due to sufficiently high yields. Stablecoins can manage to function during relatively calm market fluctuations, but the cryptocurrency market is always prone to unexpected and massive volatility. Trading Strategy's analysis (see "In-depth Analysis of the Truth Behind xUSD De-anchoring: The Domino Crisis Triggered by the 10.11 Crash" (https://www.odaily.news/zh-CN/post/5207356)) states that the key reason for xUSD's significant de-anchoring is that Stream Finance's opaque off-chain trading strategy encountered the exchange's "automatic liquidation" (ADL) during the extreme market conditions on October 11th (for a detailed explanation of the ADL mechanism, see "Detailed Explanation of the ADL Mechanism of Perpetual Contracts: Why Are Your Profitable Trades Automatically Liquidated?" (https://www.odaily.news/zh-CN/post/5206797)). This disrupted the original Delta-neutral hedging balance, and Stream Finance's overly aggressive leverage strategy further amplified the imbalance, ultimately leading to Stream Finance's de facto insolvency and the complete de-anchoring of xUSD. The situation with Stable Labs and its USDX is likely similar. Although its official announcement attributed the de-pegging to "market liquidity conditions and liquidation dynamics," the protocol's situation may be even worse, given that it has consistently failed to disclose reserve details and fund transfer details as requested by the community. Furthermore, the unusual behavior of the founder's address allegedly using USDX and sUSDX as collateral to lend out mainstream stablecoins on lending platforms, seemingly unwilling to repay despite incurring interest costs exceeding 100%, suggests that the protocol's situation is indeed more serious. The situation with xUSD and USDX exposes serious flaws in the emerging stablecoin protocol model. Due to a lack of transparency, these protocols have significant black-box strategies. Many protocols claim to be Delta-neutral in their marketing, but their actual position structure, leverage ratios, hedging exchanges, and even liquidation risk parameters are not disclosed. External users have almost no way to verify whether they are truly "neutral," effectively making them the ones who transfer risk to others. A classic scenario for this type of risk is that users invest in mainstream stablecoins such as USDT and USDC to mint emerging stablecoins such as xUSD and USDX in order to earn attractive returns. However, once the protocol fails (it's important to distinguish between a genuine failure and a staged event), users will be placed in a completely passive position. Their stablecoins will quickly de-peg in a panic sell-off. If the protocol is conscientious, it may use its remaining funds to make some compensation (even if it does, retail investors are usually the last to receive compensation). If it is not conscientious, it will simply be a soft exit scam or the matter will be left unresolved. However, it's unfair to condemn all Delta-neutral interest-bearing stablecoins outright. From an industry expansion perspective, emerging stablecoins actively exploring diversified yield paths have their positive aspects. Some protocols, like Ethena, provide clear disclosures (Ethena's TVL has also shrunk significantly recently, but the situation is different; Odaily will elaborate on this in a separate article later). However, the current situation is that you don't know how many protocols that haven't disclosed information or have insufficient disclosure have already encountered problems similar to xUSD and USDX. When writing this article, I can only assume innocence, so I can only use examples of protocols that have "collapsed." But from the perspective of your own portfolio security, I would recommend assuming guilt if there is suspicion. Second half of the chapter: Loan agreements and the "Curator" of the capital pool Some might ask, "Why not just avoid these emerging stablecoins?" This leads to the two main protagonists in the second half of this round of DeFi systemic risk: modular lending protocols and Curator (the community seems to have gradually gotten used to translating it as "curator," and Odaily will use this translation directly below). Regarding the role of curators and their contribution to this round of risks, we provided a detailed explanation last week in the article "What is the role of a Curator in DeFi? Could it be a hidden mine in this cycle?" (https://www.odaily.news/zh-CN/post/5207336). Those interested can directly access the article, while those who have read the original article can skip the following paragraphs. In short, professional institutions such as Gauntlet, Steakhouse, MEV Capital, and K3 Capital act as managers, packaging relatively complex yield strategies into easy-to-use fund pools on lending protocols such as Morpho, Euler, and ListaDAO. This allows ordinary users to deposit mainstream stablecoins such as USDT and USDC with a single click at the front end of the lending protocol to earn high interest. The managers then determine the specific interest-earning strategies for the assets at the back end, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on. Because such pooled lending platforms often offer higher returns than classic lending markets like Aave, they naturally attract a lot of investment. Defillama data shows that the total size of pooled lending platforms managed by various operators has grown rapidly over the past year, exceeding $10 billion at the end of October and the beginning of this month, and is currently reported at $7.3 billion. The manager's profit path primarily relies on performance-based revenue sharing and fund pool management fees. This profit logic dictates that the larger the fund pool managed and the higher the strategy's return rate, the greater the profit. Since most depositors are not sensitive to brand differences among managers, their choice of which pool to deposit in often depends solely on the apparent APY (Average Return on Investment). This directly links the attractiveness of the fund pool to the strategy's return rate, making the strategy's return rate the core factor ultimately determining the manager's profitability. Driven by a yield-based business logic, coupled with a lack of clear accountability mechanisms, some fund managers have gradually blurred the lines of security, which should be their primary concern, and have chosen to take risks—"The principal belongs to the users, but the profits are mine." In recent security incidents, fund managers like MEV Capital and Re7 allocated funds to xUSD and USDX, indirectly exposing many users who deposited funds through lending protocols such as Euler and ListaDAO to risk. The blame cannot be placed solely on the loan manager; some lending agreements are equally culpable. In the current market model, many depositors are unaware of the role or even existence of the loan manager, simply believing they are investing their funds in a well-known lending agreement to earn interest. In this model, the lending agreement actually plays a more explicit endorsement role and has benefited from the surge in TVL (Total Value Added) due to this model. Therefore, they should bear the responsibility of monitoring the loan manager's strategies, but clearly some agreements have failed to do so. In summary, the classic scenario for this type of risk is that users deposit mainstream stablecoins such as USDT and USDC into the liquidity pool of a lending protocol, but most are unaware that the administrator is using the funds to run an interest-bearing strategy, nor are they clear about the specific details of the strategy. Meanwhile, the administrator, driven by the profit margin, deploys the funds into the emerging stablecoins mentioned earlier. After the emerging stablecoins collapse, the liquidity pool strategy fails, and depositors indirectly suffer losses. Then, the lending protocol itself experiences bad debts (in retrospect, timely liquidation would have been better, but forcibly fixing the oracle price of de-pegged stablecoins to avoid liquidation would have amplified the problem due to large-scale hedging borrowing), causing more users to be affected... In this path, the risk is systematically transmitted and spread. Why did things come to this? Looking back at this cycle, the trading side has already reached a hellish difficulty level. Traditional institutions favor only a very small number of mainstream assets; altcoins continue to fall with no end in sight; insider trading and automated programs are rampant in the meme market; coupled with the massacre on October 11th... a large number of retail investors have been either just going through the motions or even suffered losses in this cycle. Against this backdrop, wealth management, which appears to be a more certain path, has gradually gained larger-scale market demand. Coupled with the milestone breakthrough in stablecoin legislation, a large number of new protocols packaged as interest-bearing stablecoins have emerged (perhaps these protocols should not even be called stablecoins in the first place), extending olive branches to retail investors with annualized returns of ten or even dozens of percent. While there are certainly outstanding performers like Ethena among them, it is inevitable that there is a mixed bag of good and bad. In the highly competitive stablecoin market, some protocols seek higher yields by increasing leverage or deploying off-chain trading strategies (which may not be neutral at all) in order to make the product's yield more attractive—not necessarily long-term sustainability, but simply maintaining better data until issuance and exit. At the same time, decentralized lending protocols and administrators effectively address the psychological barrier some users face regarding unknown stablecoins—"I know you're worried about depositing your money in xxxUSD, but if you deposit it in USDT or USDC, Dashboard will show your position in real time, so how can you not feel at ease?" The aforementioned model has performed reasonably well over the past year or so, at least without any large-scale collapses over a considerable period. Due to the overall market being in a relatively upward phase, there is ample arbitrage opportunity between the futures and spot markets, allowing most interest-bearing stablecoin protocols to maintain relatively attractive yields. Many users have gradually lowered their guard during this process, and double-digit stablecoin or liquidity pool yields seem to have become the new normal for wealth management… But is this really reasonable? Why do I strongly recommend that you retreat temporarily? On October 11, the cryptocurrency market suffered an epic bloodbath, with hundreds of billions of dollars being liquidated. Wintermute founder and CEO Evgeny Gaevoy stated at the time that he suspected some running long-short hedging strategies suffered significant losses, but it was unclear who suffered the most. In retrospect, the successive collapses of so-called Delta-neutral protocols like Stream Finance have partially confirmed Evgeny's suspicions, but we still don't know how many more hidden dangers remain. Even those not directly affected by the liquidation on October 11th experienced a rapid tightening of market liquidity following the massive liquidation, coupled with a contraction in arbitrage opportunities due to cooling market sentiment. This increased the survival pressure on interest-bearing stablecoins. Unexpected events often occur at such times, and because various opaque liquidity pooling strategies are often intricately intertwined at the underlying level, the entire market is highly susceptible to a domino effect, where a single event can have far-reaching consequences. Stablewatch data shows that in the week ending October 7, interest-bearing stablecoins experienced the largest outflow of funds since the Luna collapse and UST crash in 2022, totaling $1 billion, and this outflow trend continues. Furthermore, Defillama data also shows that the size of pools managed by fund managers has shrunk by nearly $3 billion since the beginning of the month. Clearly, funds have reacted to the current situation. DeFi also applies to the classic "impossible triangle" of the investment market – high returns, security, and sustainability can never be satisfied at the same time, and currently the "security" factor is teetering on the brink. You may be used to investing your funds in a stablecoin or a certain strategy to earn interest, and you have obtained relatively stable returns through this operation over a long period of time. However, even products that always use the same strategy are not static. The current market environment is a window of relatively high risk and the most likely occurrence of unexpected events. At this time, caution is the best policy, and timely withdrawal may be a wise choice. After all, when a small probability happens to you, it becomes 100%.Author: Azuma; Editor: Hao Fangzhou Produced by: Odaily Planet Daily DeFi is once again in the spotlight. As the most vibrant narrative direction in the industry over the past few years, DeFi carries the expectation of the continued evolution and expansion of the cryptocurrency industry. I firmly believe in its vision and am accustomed to deploying more than 70% of my stablecoin positions in various on-chain interest-earning strategies, and I am willing to take on a certain degree of risk for this. However, with the recent series of security incidents, the lingering effects of some historical events and the inherent problems that were previously hidden have gradually come to light, creating a dangerous atmosphere throughout the DeFi market. As a result, the Odaily author himself chose to withdraw most of his on-chain funds last week. What exactly happened? First half of the chapter: Opaque high-interest stablecoins Last week saw several noteworthy security incidents in the DeFi sector. While the Balancer hack could be considered an isolated incident, the successive de-pegging of two so-called yield-generating stablecoin protocols, Stream Finance (xUSD) and Stable Labs (USDX), exposed some fundamental problems. What xUSD and USDX have in common is that they are both packaged as synthetic stablecoins similar in model to Ethena (USDe), primarily utilizing a Delta-neutral hedging arbitrage strategy to maintain their peg and generate returns. This type of interest-bearing stablecoin has been very popular in this cycle. Because the business model itself is not particularly complex, and given the precedent of USDe's partial success, various stablecoins have emerged in large numbers, even experimenting with every possible combination of the 26 letters of the alphabet with the word USD. However, the reserves and strategies of many stablecoins, including xUSD and USDX, are not transparent enough, but they still attract a large influx of funds due to sufficiently high yields. Stablecoins can manage to function during relatively calm market fluctuations, but the cryptocurrency market is always prone to unexpected and massive volatility. Trading Strategy's analysis (see "In-depth Analysis of the Truth Behind xUSD De-anchoring: The Domino Crisis Triggered by the 10.11 Crash" (https://www.odaily.news/zh-CN/post/5207356)) states that the key reason for xUSD's significant de-anchoring is that Stream Finance's opaque off-chain trading strategy encountered the exchange's "automatic liquidation" (ADL) during the extreme market conditions on October 11th (for a detailed explanation of the ADL mechanism, see "Detailed Explanation of the ADL Mechanism of Perpetual Contracts: Why Are Your Profitable Trades Automatically Liquidated?" (https://www.odaily.news/zh-CN/post/5206797)). This disrupted the original Delta-neutral hedging balance, and Stream Finance's overly aggressive leverage strategy further amplified the imbalance, ultimately leading to Stream Finance's de facto insolvency and the complete de-anchoring of xUSD. The situation with Stable Labs and its USDX is likely similar. Although its official announcement attributed the de-pegging to "market liquidity conditions and liquidation dynamics," the protocol's situation may be even worse, given that it has consistently failed to disclose reserve details and fund transfer details as requested by the community. Furthermore, the unusual behavior of the founder's address allegedly using USDX and sUSDX as collateral to lend out mainstream stablecoins on lending platforms, seemingly unwilling to repay despite incurring interest costs exceeding 100%, suggests that the protocol's situation is indeed more serious. The situation with xUSD and USDX exposes serious flaws in the emerging stablecoin protocol model. Due to a lack of transparency, these protocols have significant black-box strategies. Many protocols claim to be Delta-neutral in their marketing, but their actual position structure, leverage ratios, hedging exchanges, and even liquidation risk parameters are not disclosed. External users have almost no way to verify whether they are truly "neutral," effectively making them the ones who transfer risk to others. A classic scenario for this type of risk is that users invest in mainstream stablecoins such as USDT and USDC to mint emerging stablecoins such as xUSD and USDX in order to earn attractive returns. However, once the protocol fails (it's important to distinguish between a genuine failure and a staged event), users will be placed in a completely passive position. Their stablecoins will quickly de-peg in a panic sell-off. If the protocol is conscientious, it may use its remaining funds to make some compensation (even if it does, retail investors are usually the last to receive compensation). If it is not conscientious, it will simply be a soft exit scam or the matter will be left unresolved. However, it's unfair to condemn all Delta-neutral interest-bearing stablecoins outright. From an industry expansion perspective, emerging stablecoins actively exploring diversified yield paths have their positive aspects. Some protocols, like Ethena, provide clear disclosures (Ethena's TVL has also shrunk significantly recently, but the situation is different; Odaily will elaborate on this in a separate article later). However, the current situation is that you don't know how many protocols that haven't disclosed information or have insufficient disclosure have already encountered problems similar to xUSD and USDX. When writing this article, I can only assume innocence, so I can only use examples of protocols that have "collapsed." But from the perspective of your own portfolio security, I would recommend assuming guilt if there is suspicion. Second half of the chapter: Loan agreements and the "Curator" of the capital pool Some might ask, "Why not just avoid these emerging stablecoins?" This leads to the two main protagonists in the second half of this round of DeFi systemic risk: modular lending protocols and Curator (the community seems to have gradually gotten used to translating it as "curator," and Odaily will use this translation directly below). Regarding the role of curators and their contribution to this round of risks, we provided a detailed explanation last week in the article "What is the role of a Curator in DeFi? Could it be a hidden mine in this cycle?" (https://www.odaily.news/zh-CN/post/5207336). Those interested can directly access the article, while those who have read the original article can skip the following paragraphs. In short, professional institutions such as Gauntlet, Steakhouse, MEV Capital, and K3 Capital act as managers, packaging relatively complex yield strategies into easy-to-use fund pools on lending protocols such as Morpho, Euler, and ListaDAO. This allows ordinary users to deposit mainstream stablecoins such as USDT and USDC with a single click at the front end of the lending protocol to earn high interest. The managers then determine the specific interest-earning strategies for the assets at the back end, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on. Because such pooled lending platforms often offer higher returns than classic lending markets like Aave, they naturally attract a lot of investment. Defillama data shows that the total size of pooled lending platforms managed by various operators has grown rapidly over the past year, exceeding $10 billion at the end of October and the beginning of this month, and is currently reported at $7.3 billion. The manager's profit path primarily relies on performance-based revenue sharing and fund pool management fees. This profit logic dictates that the larger the fund pool managed and the higher the strategy's return rate, the greater the profit. Since most depositors are not sensitive to brand differences among managers, their choice of which pool to deposit in often depends solely on the apparent APY (Average Return on Investment). This directly links the attractiveness of the fund pool to the strategy's return rate, making the strategy's return rate the core factor ultimately determining the manager's profitability. Driven by a yield-based business logic, coupled with a lack of clear accountability mechanisms, some fund managers have gradually blurred the lines of security, which should be their primary concern, and have chosen to take risks—"The principal belongs to the users, but the profits are mine." In recent security incidents, fund managers like MEV Capital and Re7 allocated funds to xUSD and USDX, indirectly exposing many users who deposited funds through lending protocols such as Euler and ListaDAO to risk. The blame cannot be placed solely on the loan manager; some lending agreements are equally culpable. In the current market model, many depositors are unaware of the role or even existence of the loan manager, simply believing they are investing their funds in a well-known lending agreement to earn interest. In this model, the lending agreement actually plays a more explicit endorsement role and has benefited from the surge in TVL (Total Value Added) due to this model. Therefore, they should bear the responsibility of monitoring the loan manager's strategies, but clearly some agreements have failed to do so. In summary, the classic scenario for this type of risk is that users deposit mainstream stablecoins such as USDT and USDC into the liquidity pool of a lending protocol, but most are unaware that the administrator is using the funds to run an interest-bearing strategy, nor are they clear about the specific details of the strategy. Meanwhile, the administrator, driven by the profit margin, deploys the funds into the emerging stablecoins mentioned earlier. After the emerging stablecoins collapse, the liquidity pool strategy fails, and depositors indirectly suffer losses. Then, the lending protocol itself experiences bad debts (in retrospect, timely liquidation would have been better, but forcibly fixing the oracle price of de-pegged stablecoins to avoid liquidation would have amplified the problem due to large-scale hedging borrowing), causing more users to be affected... In this path, the risk is systematically transmitted and spread. Why did things come to this? Looking back at this cycle, the trading side has already reached a hellish difficulty level. Traditional institutions favor only a very small number of mainstream assets; altcoins continue to fall with no end in sight; insider trading and automated programs are rampant in the meme market; coupled with the massacre on October 11th... a large number of retail investors have been either just going through the motions or even suffered losses in this cycle. Against this backdrop, wealth management, which appears to be a more certain path, has gradually gained larger-scale market demand. Coupled with the milestone breakthrough in stablecoin legislation, a large number of new protocols packaged as interest-bearing stablecoins have emerged (perhaps these protocols should not even be called stablecoins in the first place), extending olive branches to retail investors with annualized returns of ten or even dozens of percent. While there are certainly outstanding performers like Ethena among them, it is inevitable that there is a mixed bag of good and bad. In the highly competitive stablecoin market, some protocols seek higher yields by increasing leverage or deploying off-chain trading strategies (which may not be neutral at all) in order to make the product's yield more attractive—not necessarily long-term sustainability, but simply maintaining better data until issuance and exit. At the same time, decentralized lending protocols and administrators effectively address the psychological barrier some users face regarding unknown stablecoins—"I know you're worried about depositing your money in xxxUSD, but if you deposit it in USDT or USDC, Dashboard will show your position in real time, so how can you not feel at ease?" The aforementioned model has performed reasonably well over the past year or so, at least without any large-scale collapses over a considerable period. Due to the overall market being in a relatively upward phase, there is ample arbitrage opportunity between the futures and spot markets, allowing most interest-bearing stablecoin protocols to maintain relatively attractive yields. Many users have gradually lowered their guard during this process, and double-digit stablecoin or liquidity pool yields seem to have become the new normal for wealth management… But is this really reasonable? Why do I strongly recommend that you retreat temporarily? On October 11, the cryptocurrency market suffered an epic bloodbath, with hundreds of billions of dollars being liquidated. Wintermute founder and CEO Evgeny Gaevoy stated at the time that he suspected some running long-short hedging strategies suffered significant losses, but it was unclear who suffered the most. In retrospect, the successive collapses of so-called Delta-neutral protocols like Stream Finance have partially confirmed Evgeny's suspicions, but we still don't know how many more hidden dangers remain. Even those not directly affected by the liquidation on October 11th experienced a rapid tightening of market liquidity following the massive liquidation, coupled with a contraction in arbitrage opportunities due to cooling market sentiment. This increased the survival pressure on interest-bearing stablecoins. Unexpected events often occur at such times, and because various opaque liquidity pooling strategies are often intricately intertwined at the underlying level, the entire market is highly susceptible to a domino effect, where a single event can have far-reaching consequences. Stablewatch data shows that in the week ending October 7, interest-bearing stablecoins experienced the largest outflow of funds since the Luna collapse and UST crash in 2022, totaling $1 billion, and this outflow trend continues. Furthermore, Defillama data also shows that the size of pools managed by fund managers has shrunk by nearly $3 billion since the beginning of the month. Clearly, funds have reacted to the current situation. DeFi also applies to the classic "impossible triangle" of the investment market – high returns, security, and sustainability can never be satisfied at the same time, and currently the "security" factor is teetering on the brink. You may be used to investing your funds in a stablecoin or a certain strategy to earn interest, and you have obtained relatively stable returns through this operation over a long period of time. However, even products that always use the same strategy are not static. The current market environment is a window of relatively high risk and the most likely occurrence of unexpected events. At this time, caution is the best policy, and timely withdrawal may be a wise choice. After all, when a small probability happens to you, it becomes 100%.

Is "Delta Neutral" truly "neutral"? A series of hidden mines are buried underwater.

2025/11/11 17:00

Author: Azuma; Editor: Hao Fangzhou

Produced by: Odaily Planet Daily

DeFi is once again in the spotlight.

As the most vibrant narrative direction in the industry over the past few years, DeFi carries the expectation of the continued evolution and expansion of the cryptocurrency industry. I firmly believe in its vision and am accustomed to deploying more than 70% of my stablecoin positions in various on-chain interest-earning strategies, and I am willing to take on a certain degree of risk for this.

However, with the recent series of security incidents, the lingering effects of some historical events and the inherent problems that were previously hidden have gradually come to light, creating a dangerous atmosphere throughout the DeFi market. As a result, the Odaily author himself chose to withdraw most of his on-chain funds last week.

What exactly happened?

First half of the chapter: Opaque high-interest stablecoins

Last week saw several noteworthy security incidents in the DeFi sector. While the Balancer hack could be considered an isolated incident, the successive de-pegging of two so-called yield-generating stablecoin protocols, Stream Finance (xUSD) and Stable Labs (USDX), exposed some fundamental problems.

What xUSD and USDX have in common is that they are both packaged as synthetic stablecoins similar in model to Ethena (USDe), primarily utilizing a Delta-neutral hedging arbitrage strategy to maintain their peg and generate returns. This type of interest-bearing stablecoin has been very popular in this cycle. Because the business model itself is not particularly complex, and given the precedent of USDe's partial success, various stablecoins have emerged in large numbers, even experimenting with every possible combination of the 26 letters of the alphabet with the word USD.

However, the reserves and strategies of many stablecoins, including xUSD and USDX, are not transparent enough, but they still attract a large influx of funds due to sufficiently high yields.

Stablecoins can manage to function during relatively calm market fluctuations, but the cryptocurrency market is always prone to unexpected and massive volatility. Trading Strategy's analysis (see "In-depth Analysis of the Truth Behind xUSD De-anchoring: The Domino Crisis Triggered by the 10.11 Crash" (https://www.odaily.news/zh-CN/post/5207356)) states that the key reason for xUSD's significant de-anchoring is that Stream Finance's opaque off-chain trading strategy encountered the exchange's "automatic liquidation" (ADL) during the extreme market conditions on October 11th (for a detailed explanation of the ADL mechanism, see "Detailed Explanation of the ADL Mechanism of Perpetual Contracts: Why Are Your Profitable Trades Automatically Liquidated?" (https://www.odaily.news/zh-CN/post/5206797)). This disrupted the original Delta-neutral hedging balance, and Stream Finance's overly aggressive leverage strategy further amplified the imbalance, ultimately leading to Stream Finance's de facto insolvency and the complete de-anchoring of xUSD.

The situation with Stable Labs and its USDX is likely similar. Although its official announcement attributed the de-pegging to "market liquidity conditions and liquidation dynamics," the protocol's situation may be even worse, given that it has consistently failed to disclose reserve details and fund transfer details as requested by the community. Furthermore, the unusual behavior of the founder's address allegedly using USDX and sUSDX as collateral to lend out mainstream stablecoins on lending platforms, seemingly unwilling to repay despite incurring interest costs exceeding 100%, suggests that the protocol's situation is indeed more serious.

The situation with xUSD and USDX exposes serious flaws in the emerging stablecoin protocol model. Due to a lack of transparency, these protocols have significant black-box strategies. Many protocols claim to be Delta-neutral in their marketing, but their actual position structure, leverage ratios, hedging exchanges, and even liquidation risk parameters are not disclosed. External users have almost no way to verify whether they are truly "neutral," effectively making them the ones who transfer risk to others.

A classic scenario for this type of risk is that users invest in mainstream stablecoins such as USDT and USDC to mint emerging stablecoins such as xUSD and USDX in order to earn attractive returns. However, once the protocol fails (it's important to distinguish between a genuine failure and a staged event), users will be placed in a completely passive position. Their stablecoins will quickly de-peg in a panic sell-off. If the protocol is conscientious, it may use its remaining funds to make some compensation (even if it does, retail investors are usually the last to receive compensation). If it is not conscientious, it will simply be a soft exit scam or the matter will be left unresolved.

However, it's unfair to condemn all Delta-neutral interest-bearing stablecoins outright. From an industry expansion perspective, emerging stablecoins actively exploring diversified yield paths have their positive aspects. Some protocols, like Ethena, provide clear disclosures (Ethena's TVL has also shrunk significantly recently, but the situation is different; Odaily will elaborate on this in a separate article later). However, the current situation is that you don't know how many protocols that haven't disclosed information or have insufficient disclosure have already encountered problems similar to xUSD and USDX. When writing this article, I can only assume innocence, so I can only use examples of protocols that have "collapsed." But from the perspective of your own portfolio security, I would recommend assuming guilt if there is suspicion.

Second half of the chapter: Loan agreements and the "Curator" of the capital pool

Some might ask, "Why not just avoid these emerging stablecoins?" This leads to the two main protagonists in the second half of this round of DeFi systemic risk: modular lending protocols and Curator (the community seems to have gradually gotten used to translating it as "curator," and Odaily will use this translation directly below).

Regarding the role of curators and their contribution to this round of risks, we provided a detailed explanation last week in the article "What is the role of a Curator in DeFi? Could it be a hidden mine in this cycle?" (https://www.odaily.news/zh-CN/post/5207336). Those interested can directly access the article, while those who have read the original article can skip the following paragraphs.

In short, professional institutions such as Gauntlet, Steakhouse, MEV Capital, and K3 Capital act as managers, packaging relatively complex yield strategies into easy-to-use fund pools on lending protocols such as Morpho, Euler, and ListaDAO. This allows ordinary users to deposit mainstream stablecoins such as USDT and USDC with a single click at the front end of the lending protocol to earn high interest. The managers then determine the specific interest-earning strategies for the assets at the back end, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on.

Because such pooled lending platforms often offer higher returns than classic lending markets like Aave, they naturally attract a lot of investment. Defillama data shows that the total size of pooled lending platforms managed by various operators has grown rapidly over the past year, exceeding $10 billion at the end of October and the beginning of this month, and is currently reported at $7.3 billion.

The manager's profit path primarily relies on performance-based revenue sharing and fund pool management fees. This profit logic dictates that the larger the fund pool managed and the higher the strategy's return rate, the greater the profit. Since most depositors are not sensitive to brand differences among managers, their choice of which pool to deposit in often depends solely on the apparent APY (Average Return on Investment). This directly links the attractiveness of the fund pool to the strategy's return rate, making the strategy's return rate the core factor ultimately determining the manager's profitability.

Driven by a yield-based business logic, coupled with a lack of clear accountability mechanisms, some fund managers have gradually blurred the lines of security, which should be their primary concern, and have chosen to take risks—"The principal belongs to the users, but the profits are mine." In recent security incidents, fund managers like MEV Capital and Re7 allocated funds to xUSD and USDX, indirectly exposing many users who deposited funds through lending protocols such as Euler and ListaDAO to risk.

The blame cannot be placed solely on the loan manager; some lending agreements are equally culpable. In the current market model, many depositors are unaware of the role or even existence of the loan manager, simply believing they are investing their funds in a well-known lending agreement to earn interest. In this model, the lending agreement actually plays a more explicit endorsement role and has benefited from the surge in TVL (Total Value Added) due to this model. Therefore, they should bear the responsibility of monitoring the loan manager's strategies, but clearly some agreements have failed to do so.

In summary, the classic scenario for this type of risk is that users deposit mainstream stablecoins such as USDT and USDC into the liquidity pool of a lending protocol, but most are unaware that the administrator is using the funds to run an interest-bearing strategy, nor are they clear about the specific details of the strategy. Meanwhile, the administrator, driven by the profit margin, deploys the funds into the emerging stablecoins mentioned earlier. After the emerging stablecoins collapse, the liquidity pool strategy fails, and depositors indirectly suffer losses. Then, the lending protocol itself experiences bad debts (in retrospect, timely liquidation would have been better, but forcibly fixing the oracle price of de-pegged stablecoins to avoid liquidation would have amplified the problem due to large-scale hedging borrowing), causing more users to be affected... In this path, the risk is systematically transmitted and spread.

Why did things come to this?

Looking back at this cycle, the trading side has already reached a hellish difficulty level.

Traditional institutions favor only a very small number of mainstream assets; altcoins continue to fall with no end in sight; insider trading and automated programs are rampant in the meme market; coupled with the massacre on October 11th... a large number of retail investors have been either just going through the motions or even suffered losses in this cycle.

Against this backdrop, wealth management, which appears to be a more certain path, has gradually gained larger-scale market demand. Coupled with the milestone breakthrough in stablecoin legislation, a large number of new protocols packaged as interest-bearing stablecoins have emerged (perhaps these protocols should not even be called stablecoins in the first place), extending olive branches to retail investors with annualized returns of ten or even dozens of percent. While there are certainly outstanding performers like Ethena among them, it is inevitable that there is a mixed bag of good and bad.

In the highly competitive stablecoin market, some protocols seek higher yields by increasing leverage or deploying off-chain trading strategies (which may not be neutral at all) in order to make the product's yield more attractive—not necessarily long-term sustainability, but simply maintaining better data until issuance and exit.

At the same time, decentralized lending protocols and administrators effectively address the psychological barrier some users face regarding unknown stablecoins—"I know you're worried about depositing your money in xxxUSD, but if you deposit it in USDT or USDC, Dashboard will show your position in real time, so how can you not feel at ease?"

The aforementioned model has performed reasonably well over the past year or so, at least without any large-scale collapses over a considerable period. Due to the overall market being in a relatively upward phase, there is ample arbitrage opportunity between the futures and spot markets, allowing most interest-bearing stablecoin protocols to maintain relatively attractive yields. Many users have gradually lowered their guard during this process, and double-digit stablecoin or liquidity pool yields seem to have become the new normal for wealth management… But is this really reasonable?

Why do I strongly recommend that you retreat temporarily?

On October 11, the cryptocurrency market suffered an epic bloodbath, with hundreds of billions of dollars being liquidated. Wintermute founder and CEO Evgeny Gaevoy stated at the time that he suspected some running long-short hedging strategies suffered significant losses, but it was unclear who suffered the most.

In retrospect, the successive collapses of so-called Delta-neutral protocols like Stream Finance have partially confirmed Evgeny's suspicions, but we still don't know how many more hidden dangers remain. Even those not directly affected by the liquidation on October 11th experienced a rapid tightening of market liquidity following the massive liquidation, coupled with a contraction in arbitrage opportunities due to cooling market sentiment. This increased the survival pressure on interest-bearing stablecoins. Unexpected events often occur at such times, and because various opaque liquidity pooling strategies are often intricately intertwined at the underlying level, the entire market is highly susceptible to a domino effect, where a single event can have far-reaching consequences.

Stablewatch data shows that in the week ending October 7, interest-bearing stablecoins experienced the largest outflow of funds since the Luna collapse and UST crash in 2022, totaling $1 billion, and this outflow trend continues. Furthermore, Defillama data also shows that the size of pools managed by fund managers has shrunk by nearly $3 billion since the beginning of the month. Clearly, funds have reacted to the current situation.

DeFi also applies to the classic "impossible triangle" of the investment market – high returns, security, and sustainability can never be satisfied at the same time, and currently the "security" factor is teetering on the brink.

You may be used to investing your funds in a stablecoin or a certain strategy to earn interest, and you have obtained relatively stable returns through this operation over a long period of time. However, even products that always use the same strategy are not static. The current market environment is a window of relatively high risk and the most likely occurrence of unexpected events. At this time, caution is the best policy, and timely withdrawal may be a wise choice. After all, when a small probability happens to you, it becomes 100%.

Disclaimer: The articles reposted on this site are sourced from public platforms and are provided for informational purposes only. They do not necessarily reflect the views of MEXC. All rights remain with the original authors. If you believe any content infringes on third-party rights, please contact service@support.mexc.com for removal. MEXC makes no guarantees regarding the accuracy, completeness, or timeliness of the content and is not responsible for any actions taken based on the information provided. The content does not constitute financial, legal, or other professional advice, nor should it be considered a recommendation or endorsement by MEXC.

You May Also Like

Polygon Tops RWA Rankings With $1.1B in Tokenized Assets

Polygon Tops RWA Rankings With $1.1B in Tokenized Assets

The post Polygon Tops RWA Rankings With $1.1B in Tokenized Assets appeared on BitcoinEthereumNews.com. Key Notes A new report from Dune and RWA.xyz highlights Polygon’s role in the growing RWA sector. Polygon PoS currently holds $1.13 billion in RWA Total Value Locked (TVL) across 269 assets. The network holds a 62% market share of tokenized global bonds, driven by European money market funds. The Polygon POL $0.25 24h volatility: 1.4% Market cap: $2.64 B Vol. 24h: $106.17 M network is securing a significant position in the rapidly growing tokenization space, now holding over $1.13 billion in total value locked (TVL) from Real World Assets (RWAs). This development comes as the network continues to evolve, recently deploying its major “Rio” upgrade on the Amoy testnet to enhance future scaling capabilities. This information comes from a new joint report on the state of the RWA market published on Sept. 17 by blockchain analytics firm Dune and data platform RWA.xyz. The focus on RWAs is intensifying across the industry, coinciding with events like the ongoing Real-World Asset Summit in New York. Sandeep Nailwal, CEO of the Polygon Foundation, highlighted the findings via a post on X, noting that the TVL is spread across 269 assets and 2,900 holders on the Polygon PoS chain. The Dune and https://t.co/W6WSFlHoQF report on RWA is out and it shows that RWA is happening on Polygon. Here are a few highlights: – Leading in Global Bonds: Polygon holds 62% share of tokenized global bonds (driven by Spiko’s euro MMF and Cashlink euro issues) – Spiko U.S.… — Sandeep | CEO, Polygon Foundation (※,※) (@sandeepnailwal) September 17, 2025 Key Trends From the 2025 RWA Report The joint publication, titled “RWA REPORT 2025,” offers a comprehensive look into the tokenized asset landscape, which it states has grown 224% since the start of 2024. The report identifies several key trends driving this expansion. According to…
Share
BitcoinEthereumNews2025/09/18 00:40