Author: Azuma, Odaily Planet Daily The sudden occurrence of two major security incidents (Balancer and Stream Finance) has once again brought the issue of DeFi security to the forefront. In particular, the Stream Finance incident exposed the huge potential risks of Curator, a player who has become a significant player in the DeFi market. The term "Curator" primarily exists within DeFi lending protocols (such as Euler and Morpho, which were affected by the Stream incident). It typically refers to an individual or team responsible for designing, deploying, and managing specific "strategic vaults." Curators generally encapsulate relatively complex yield strategies into easy-to-use vaults, allowing ordinary users to "deposit with one click and earn interest." The Curator, on the other hand, determines the specific yield strategies for assets in the backend, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on. Odaily Note: The image above shows the Curator fund pool on Morpho. The Steakhouse, Gauntlet, etc. in the red box are the names of the Curator entities, representing the entities responsible for designing, deploying, and managing the fund pool. Unlike traditional centralized wealth management services, Curator does not have direct access to or control over user funds. Assets deposited by users into the lending protocol will always be stored in a non-custodial smart contract. Curator's authority is limited to configuring and executing policy operations through the contract interface, and all operations must be subject to the contract's security restrictions. Market demand for Curator Curator's original intention was to leverage its professional strategy management and risk control capabilities to bridge the supply and demand mismatch in the market—on the one hand, to help ordinary users who are struggling to keep up with the increasing complexity of DeFi to amplify their returns; on the other hand, to help lending protocols expand their TVL while reducing the probability of systemic events. Because Curator's managed funds often offer more attractive returns than classic lending markets like Aave, this model naturally attracts capital. Defillama data shows that the total size of Curator-managed funds has grown rapidly over the past year, briefly exceeding $10 billion on October 31, and is currently reported at $8.19 billion. Amidst fierce competition, Gauntlet, Steakhouse, MEV Capital, and K3 Capital have gradually emerged as some of the largest Curators in terms of assets under management, each managing massive sums in the hundreds of millions. Meanwhile, lending protocols like Euler and Morpho, which primarily utilize the Curator pooling model, have also achieved rapid growth in their total value of loans (TVL), successfully securing a leading position in the market. Curator's profit model Having seen this, Curator's role seems quite clear, and it also has sufficient market demand. So why is it a potential risk threatening the DeFi world right now? Before analyzing the risks, we need to understand Curator's profit logic. Curator primarily relies on the following methods to generate revenue: Performance sharing: Curator receives a percentage of the net profit after the strategy generates revenue. Fund management fee: Based on the total assets of the fund pool, it is charged at a certain annualized rate. Protocol Incentives and Subsidies: Lending protocols typically incentivize Curator with tokens to encourage the creation of new, high-quality strategies; Brand-derived revenue: For example, Curator can launch its own products or even tokens after establishing its brand. In reality, performance-based revenue sharing is the most common source of income for Curators. As shown in the diagram below, Morpho charges a 7% performance-based share for the USDC liquidity pool on the Ethereum mainnet, which is managed by MEVCapital. This profit model dictates that the larger the pool of funds managed by Curator and the higher the strategy's return rate, the greater Curator's profit will be. Of course, theoretically, Curator could also increase revenue by increasing the commission rate, but in the face of relatively fierce market competition, no Curator dares to arbitrarily take away profits from users. At the same time, since most depositors are not sensitive to Curator's brand differences, their choice of which pool to deposit into often depends solely on the publicly available APY figure. This makes the attractiveness of the pool directly linked to the strategy's yield, thus making the strategy yield the core factor ultimately determining Curator's returns. Driven by yields, risks are gradually being overlooked. Sensitive readers may have already realized that a problem is brewing. In a yield-driven model, Curators can only achieve higher profits by constantly seeking "opportunities" with higher yields. Since yield and risk are often positively correlated, some Curators gradually forget about the safety issues that should be considered first and choose to take risks—"Anyway, the principal belongs to the users, and the profits are mine." Taking Stream Finance as an example, a key reason for such a large-scale impact was that some Curators on Euler and Morpho (including well-known brands such as MEV Capital and Re7) ignored the risks and allocated funds to Stream Finance's xUSD market, which directly affected users who deposited funds into the relevant Curator pools, and subsequently caused bad debts in the lending protocol itself, indirectly expanding the scope of the impact. Odaily Note: The image shows a summary of the debt positions of various Curators in the Stream Finance incident by the DeFi community YAM. Several days before the Stream Finance incident, several KOLs and institutions, including CBB (@Cbb0fe), had warned of potential transparency and leverage risks associated with xUSD, but these curators clearly chose to ignore them. Of course, not all Curators were affected by Stream Finance. Several leading Curators, such as Gauntlet, Steakhouse, and K3 Capital, never deployed funds to xUSD. This shows that professional entities like Curators are capable of identifying and mitigating potential risks when they effectively fulfill their security responsibilities. Will Curator pose even greater risks? Following the Stream Finance incident, Curator and its potential risks and impacts have attracted even more attention. Chorus One investment analyst Adrian Chow, in an article published on X, directly compared Curator and its related lending protocols to Celsius and BlockFi in this cycle. Indeed, from a purely data perspective, Curator's pool of funds, with a total value exceeding $8 billion, already has an impact comparable to the black swan events of the previous cycle, and Curator's widespread presence across mainstream lending protocols also implies a significant scope of influence. Will Curators trigger a larger-scale risk event in this cycle? This is a difficult question to answer. From the original intention of Curators, their role was supposed to be to reduce individual risk for ordinary users through their professional management capabilities. However, their business model and profit path make Curators themselves an easy entry point for concentrated risk. For example, if multiple lending protocols in the market rely on a few Curators, and their models experience unexpected deviations (such as incorrect oracle prices), all parameters will be misadjusted simultaneously, thus affecting multiple liquidity pools at once. Another point worth mentioning is that, in the current market environment, many users who deposit money into lending agreements are not even fully aware of the role or existence of Curators, simply believing that they are investing their funds in a well-known lending agreement to earn interest. This leads to the role and responsibility of Curators being obscured. When incidents occur, it is the lending agreement that directly faces the anger and accountability of users, which further encourages some Curators to pursue profits too aggressively. Arthur, founder of DeFiance Capital, also commented on this phenomenon yesterday: "This is why I have always been skeptical of Curator-based DeFi lending models. Lending platforms bear reputational risk and have a responsibility to care for their users, and whether they like it or not, a few poorly managed or unethical Curators can negatively impact the platform." I personally do not believe that using Curator to maintain a fund pool is a failed business model, and I do have funds in some Curator fund pools (currently only Steakhouse remains). However, I also agree that the aggressive tendencies of some Curators may breed a wider range of risks. The deeper reason for this situation lies in the lack of risk control by the user group and some Curators. Furthermore, due to the profit-driven motives mentioned above, the latter may have certain subjective factors. While we consistently urge users to evaluate protocols, pools, and strategy configurations themselves, this is clearly difficult to achieve because most users lack the time, expertise, or willingness to do so. Against this backdrop, many users unknowingly invest in Curator pools, which generally offer higher returns, thus driving the rapid growth of Curator's managed assets. Conversely, some Curators cleverly exploit this situation to attract more funds, employing more aggressive strategies to increase pool yields, thereby drawing in even more capital through higher returns. How can we improve the current situation? Growth always involves growing pains. While the Stream Finance incident dealt another heavy blow to the DeFi market, it may also become an opportunity for users to increase their understanding of Curators and for the market to improve its constraints on Curator behavior. From a user's perspective, we still recommend that users conduct as much independent research as possible. Before investing funds in a specific Curator fund pool, users should pay attention to the reputation of the Curator entity and the design of the fund pool. Research methods include, but are not limited to: Are there any publicly available risk models or stress test reports? Are the access boundaries transparent? Are they subject to multi-signature or governance restrictions? How often did the strategies draw down in the past, and how did they perform in extreme market conditions? Has there been a third-party audit? Does the incentive mechanism align with the interests of users? Most importantly, users need to realize that risk is always positively correlated with return. Before making investment decisions, they should be prepared for the most extreme scenarios. They can always keep in mind this quote from Matt Hougan, Chief Investment Officer of Bitwise: "The vast majority of cryptocurrency crashes are due to investors being misled by double-digit risk-free returns, when there is no such thing as a risk-free double-digit return in the market." As for Curators, they need to simultaneously improve their risk awareness and risk management capabilities. DeFi research firm Tanken Capital has summarized the basic risk control requirements for an excellent Curator, which specifically include: Possess compliance awareness in the traditional financial sector; Portfolio risk management and return optimization; Learn about new tokens and DeFi mechanisms; Understand oracles and smart contracts; It has the ability to monitor the market and perform intelligent reconfiguration. As for the lending agreement directly associated with Curator, it should continuously optimize the constraints on Curator by requiring Curator to disclose its strategy model, independently verify the model with data, introduce a staking penalty mechanism to maintain accountability for Curator, and regularly evaluate Curator's performance and decide whether to replace it. Only through continuous and proactive monitoring, and by minimizing the risk space, can the risk resonance of the entire system be more effectively avoided.Author: Azuma, Odaily Planet Daily The sudden occurrence of two major security incidents (Balancer and Stream Finance) has once again brought the issue of DeFi security to the forefront. In particular, the Stream Finance incident exposed the huge potential risks of Curator, a player who has become a significant player in the DeFi market. The term "Curator" primarily exists within DeFi lending protocols (such as Euler and Morpho, which were affected by the Stream incident). It typically refers to an individual or team responsible for designing, deploying, and managing specific "strategic vaults." Curators generally encapsulate relatively complex yield strategies into easy-to-use vaults, allowing ordinary users to "deposit with one click and earn interest." The Curator, on the other hand, determines the specific yield strategies for assets in the backend, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on. Odaily Note: The image above shows the Curator fund pool on Morpho. The Steakhouse, Gauntlet, etc. in the red box are the names of the Curator entities, representing the entities responsible for designing, deploying, and managing the fund pool. Unlike traditional centralized wealth management services, Curator does not have direct access to or control over user funds. Assets deposited by users into the lending protocol will always be stored in a non-custodial smart contract. Curator's authority is limited to configuring and executing policy operations through the contract interface, and all operations must be subject to the contract's security restrictions. Market demand for Curator Curator's original intention was to leverage its professional strategy management and risk control capabilities to bridge the supply and demand mismatch in the market—on the one hand, to help ordinary users who are struggling to keep up with the increasing complexity of DeFi to amplify their returns; on the other hand, to help lending protocols expand their TVL while reducing the probability of systemic events. Because Curator's managed funds often offer more attractive returns than classic lending markets like Aave, this model naturally attracts capital. Defillama data shows that the total size of Curator-managed funds has grown rapidly over the past year, briefly exceeding $10 billion on October 31, and is currently reported at $8.19 billion. Amidst fierce competition, Gauntlet, Steakhouse, MEV Capital, and K3 Capital have gradually emerged as some of the largest Curators in terms of assets under management, each managing massive sums in the hundreds of millions. Meanwhile, lending protocols like Euler and Morpho, which primarily utilize the Curator pooling model, have also achieved rapid growth in their total value of loans (TVL), successfully securing a leading position in the market. Curator's profit model Having seen this, Curator's role seems quite clear, and it also has sufficient market demand. So why is it a potential risk threatening the DeFi world right now? Before analyzing the risks, we need to understand Curator's profit logic. Curator primarily relies on the following methods to generate revenue: Performance sharing: Curator receives a percentage of the net profit after the strategy generates revenue. Fund management fee: Based on the total assets of the fund pool, it is charged at a certain annualized rate. Protocol Incentives and Subsidies: Lending protocols typically incentivize Curator with tokens to encourage the creation of new, high-quality strategies; Brand-derived revenue: For example, Curator can launch its own products or even tokens after establishing its brand. In reality, performance-based revenue sharing is the most common source of income for Curators. As shown in the diagram below, Morpho charges a 7% performance-based share for the USDC liquidity pool on the Ethereum mainnet, which is managed by MEVCapital. This profit model dictates that the larger the pool of funds managed by Curator and the higher the strategy's return rate, the greater Curator's profit will be. Of course, theoretically, Curator could also increase revenue by increasing the commission rate, but in the face of relatively fierce market competition, no Curator dares to arbitrarily take away profits from users. At the same time, since most depositors are not sensitive to Curator's brand differences, their choice of which pool to deposit into often depends solely on the publicly available APY figure. This makes the attractiveness of the pool directly linked to the strategy's yield, thus making the strategy yield the core factor ultimately determining Curator's returns. Driven by yields, risks are gradually being overlooked. Sensitive readers may have already realized that a problem is brewing. In a yield-driven model, Curators can only achieve higher profits by constantly seeking "opportunities" with higher yields. Since yield and risk are often positively correlated, some Curators gradually forget about the safety issues that should be considered first and choose to take risks—"Anyway, the principal belongs to the users, and the profits are mine." Taking Stream Finance as an example, a key reason for such a large-scale impact was that some Curators on Euler and Morpho (including well-known brands such as MEV Capital and Re7) ignored the risks and allocated funds to Stream Finance's xUSD market, which directly affected users who deposited funds into the relevant Curator pools, and subsequently caused bad debts in the lending protocol itself, indirectly expanding the scope of the impact. Odaily Note: The image shows a summary of the debt positions of various Curators in the Stream Finance incident by the DeFi community YAM. Several days before the Stream Finance incident, several KOLs and institutions, including CBB (@Cbb0fe), had warned of potential transparency and leverage risks associated with xUSD, but these curators clearly chose to ignore them. Of course, not all Curators were affected by Stream Finance. Several leading Curators, such as Gauntlet, Steakhouse, and K3 Capital, never deployed funds to xUSD. This shows that professional entities like Curators are capable of identifying and mitigating potential risks when they effectively fulfill their security responsibilities. Will Curator pose even greater risks? Following the Stream Finance incident, Curator and its potential risks and impacts have attracted even more attention. Chorus One investment analyst Adrian Chow, in an article published on X, directly compared Curator and its related lending protocols to Celsius and BlockFi in this cycle. Indeed, from a purely data perspective, Curator's pool of funds, with a total value exceeding $8 billion, already has an impact comparable to the black swan events of the previous cycle, and Curator's widespread presence across mainstream lending protocols also implies a significant scope of influence. Will Curators trigger a larger-scale risk event in this cycle? This is a difficult question to answer. From the original intention of Curators, their role was supposed to be to reduce individual risk for ordinary users through their professional management capabilities. However, their business model and profit path make Curators themselves an easy entry point for concentrated risk. For example, if multiple lending protocols in the market rely on a few Curators, and their models experience unexpected deviations (such as incorrect oracle prices), all parameters will be misadjusted simultaneously, thus affecting multiple liquidity pools at once. Another point worth mentioning is that, in the current market environment, many users who deposit money into lending agreements are not even fully aware of the role or existence of Curators, simply believing that they are investing their funds in a well-known lending agreement to earn interest. This leads to the role and responsibility of Curators being obscured. When incidents occur, it is the lending agreement that directly faces the anger and accountability of users, which further encourages some Curators to pursue profits too aggressively. Arthur, founder of DeFiance Capital, also commented on this phenomenon yesterday: "This is why I have always been skeptical of Curator-based DeFi lending models. Lending platforms bear reputational risk and have a responsibility to care for their users, and whether they like it or not, a few poorly managed or unethical Curators can negatively impact the platform." I personally do not believe that using Curator to maintain a fund pool is a failed business model, and I do have funds in some Curator fund pools (currently only Steakhouse remains). However, I also agree that the aggressive tendencies of some Curators may breed a wider range of risks. The deeper reason for this situation lies in the lack of risk control by the user group and some Curators. Furthermore, due to the profit-driven motives mentioned above, the latter may have certain subjective factors. While we consistently urge users to evaluate protocols, pools, and strategy configurations themselves, this is clearly difficult to achieve because most users lack the time, expertise, or willingness to do so. Against this backdrop, many users unknowingly invest in Curator pools, which generally offer higher returns, thus driving the rapid growth of Curator's managed assets. Conversely, some Curators cleverly exploit this situation to attract more funds, employing more aggressive strategies to increase pool yields, thereby drawing in even more capital through higher returns. How can we improve the current situation? Growth always involves growing pains. While the Stream Finance incident dealt another heavy blow to the DeFi market, it may also become an opportunity for users to increase their understanding of Curators and for the market to improve its constraints on Curator behavior. From a user's perspective, we still recommend that users conduct as much independent research as possible. Before investing funds in a specific Curator fund pool, users should pay attention to the reputation of the Curator entity and the design of the fund pool. Research methods include, but are not limited to: Are there any publicly available risk models or stress test reports? Are the access boundaries transparent? Are they subject to multi-signature or governance restrictions? How often did the strategies draw down in the past, and how did they perform in extreme market conditions? Has there been a third-party audit? Does the incentive mechanism align with the interests of users? Most importantly, users need to realize that risk is always positively correlated with return. Before making investment decisions, they should be prepared for the most extreme scenarios. They can always keep in mind this quote from Matt Hougan, Chief Investment Officer of Bitwise: "The vast majority of cryptocurrency crashes are due to investors being misled by double-digit risk-free returns, when there is no such thing as a risk-free double-digit return in the market." As for Curators, they need to simultaneously improve their risk awareness and risk management capabilities. DeFi research firm Tanken Capital has summarized the basic risk control requirements for an excellent Curator, which specifically include: Possess compliance awareness in the traditional financial sector; Portfolio risk management and return optimization; Learn about new tokens and DeFi mechanisms; Understand oracles and smart contracts; It has the ability to monitor the market and perform intelligent reconfiguration. As for the lending agreement directly associated with Curator, it should continuously optimize the constraints on Curator by requiring Curator to disclose its strategy model, independently verify the model with data, introduce a staking penalty mechanism to maintain accountability for Curator, and regularly evaluate Curator's performance and decide whether to replace it. Only through continuous and proactive monitoring, and by minimizing the risk space, can the risk resonance of the entire system be more effectively avoided.

Could Curator, a key figure in the Stream Finance de-anchoring incident, be a hidden minefield in DeFi?

2025/11/06 11:00
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Author: Azuma, Odaily Planet Daily

The sudden occurrence of two major security incidents (Balancer and Stream Finance) has once again brought the issue of DeFi security to the forefront. In particular, the Stream Finance incident exposed the huge potential risks of Curator, a player who has become a significant player in the DeFi market.

The term "Curator" primarily exists within DeFi lending protocols (such as Euler and Morpho, which were affected by the Stream incident). It typically refers to an individual or team responsible for designing, deploying, and managing specific "strategic vaults." Curators generally encapsulate relatively complex yield strategies into easy-to-use vaults, allowing ordinary users to "deposit with one click and earn interest." The Curator, on the other hand, determines the specific yield strategies for assets in the backend, such as asset allocation weights, risk management, rebalancing cycles, withdrawal rules, and so on.

Odaily Note: The image above shows the Curator fund pool on Morpho. The Steakhouse, Gauntlet, etc. in the red box are the names of the Curator entities, representing the entities responsible for designing, deploying, and managing the fund pool.

Unlike traditional centralized wealth management services, Curator does not have direct access to or control over user funds. Assets deposited by users into the lending protocol will always be stored in a non-custodial smart contract. Curator's authority is limited to configuring and executing policy operations through the contract interface, and all operations must be subject to the contract's security restrictions.

Market demand for Curator

Curator's original intention was to leverage its professional strategy management and risk control capabilities to bridge the supply and demand mismatch in the market—on the one hand, to help ordinary users who are struggling to keep up with the increasing complexity of DeFi to amplify their returns; on the other hand, to help lending protocols expand their TVL while reducing the probability of systemic events.

Because Curator's managed funds often offer more attractive returns than classic lending markets like Aave, this model naturally attracts capital. Defillama data shows that the total size of Curator-managed funds has grown rapidly over the past year, briefly exceeding $10 billion on October 31, and is currently reported at $8.19 billion.

Amidst fierce competition, Gauntlet, Steakhouse, MEV Capital, and K3 Capital have gradually emerged as some of the largest Curators in terms of assets under management, each managing massive sums in the hundreds of millions. Meanwhile, lending protocols like Euler and Morpho, which primarily utilize the Curator pooling model, have also achieved rapid growth in their total value of loans (TVL), successfully securing a leading position in the market.

Curator's profit model

Having seen this, Curator's role seems quite clear, and it also has sufficient market demand. So why is it a potential risk threatening the DeFi world right now?

Before analyzing the risks, we need to understand Curator's profit logic. Curator primarily relies on the following methods to generate revenue:

  • Performance sharing: Curator receives a percentage of the net profit after the strategy generates revenue.
  • Fund management fee: Based on the total assets of the fund pool, it is charged at a certain annualized rate.
  • Protocol Incentives and Subsidies: Lending protocols typically incentivize Curator with tokens to encourage the creation of new, high-quality strategies;
  • Brand-derived revenue: For example, Curator can launch its own products or even tokens after establishing its brand.

In reality, performance-based revenue sharing is the most common source of income for Curators. As shown in the diagram below, Morpho charges a 7% performance-based share for the USDC liquidity pool on the Ethereum mainnet, which is managed by MEVCapital.

This profit model dictates that the larger the pool of funds managed by Curator and the higher the strategy's return rate, the greater Curator's profit will be. Of course, theoretically, Curator could also increase revenue by increasing the commission rate, but in the face of relatively fierce market competition, no Curator dares to arbitrarily take away profits from users.

At the same time, since most depositors are not sensitive to Curator's brand differences, their choice of which pool to deposit into often depends solely on the publicly available APY figure. This makes the attractiveness of the pool directly linked to the strategy's yield, thus making the strategy yield the core factor ultimately determining Curator's returns.

Driven by yields, risks are gradually being overlooked.

Sensitive readers may have already realized that a problem is brewing. In a yield-driven model, Curators can only achieve higher profits by constantly seeking "opportunities" with higher yields. Since yield and risk are often positively correlated, some Curators gradually forget about the safety issues that should be considered first and choose to take risks—"Anyway, the principal belongs to the users, and the profits are mine."

Taking Stream Finance as an example, a key reason for such a large-scale impact was that some Curators on Euler and Morpho (including well-known brands such as MEV Capital and Re7) ignored the risks and allocated funds to Stream Finance's xUSD market, which directly affected users who deposited funds into the relevant Curator pools, and subsequently caused bad debts in the lending protocol itself, indirectly expanding the scope of the impact.

Odaily Note: The image shows a summary of the debt positions of various Curators in the Stream Finance incident by the DeFi community YAM.

Several days before the Stream Finance incident, several KOLs and institutions, including CBB (@Cbb0fe), had warned of potential transparency and leverage risks associated with xUSD, but these curators clearly chose to ignore them.

Of course, not all Curators were affected by Stream Finance. Several leading Curators, such as Gauntlet, Steakhouse, and K3 Capital, never deployed funds to xUSD. This shows that professional entities like Curators are capable of identifying and mitigating potential risks when they effectively fulfill their security responsibilities.

Will Curator pose even greater risks?

Following the Stream Finance incident, Curator and its potential risks and impacts have attracted even more attention.

Chorus One investment analyst Adrian Chow, in an article published on X, directly compared Curator and its related lending protocols to Celsius and BlockFi in this cycle. Indeed, from a purely data perspective, Curator's pool of funds, with a total value exceeding $8 billion, already has an impact comparable to the black swan events of the previous cycle, and Curator's widespread presence across mainstream lending protocols also implies a significant scope of influence.

Will Curators trigger a larger-scale risk event in this cycle? This is a difficult question to answer. From the original intention of Curators, their role was supposed to be to reduce individual risk for ordinary users through their professional management capabilities. However, their business model and profit path make Curators themselves an easy entry point for concentrated risk. For example, if multiple lending protocols in the market rely on a few Curators, and their models experience unexpected deviations (such as incorrect oracle prices), all parameters will be misadjusted simultaneously, thus affecting multiple liquidity pools at once.

Another point worth mentioning is that, in the current market environment, many users who deposit money into lending agreements are not even fully aware of the role or existence of Curators, simply believing that they are investing their funds in a well-known lending agreement to earn interest. This leads to the role and responsibility of Curators being obscured. When incidents occur, it is the lending agreement that directly faces the anger and accountability of users, which further encourages some Curators to pursue profits too aggressively.

Arthur, founder of DeFiance Capital, also commented on this phenomenon yesterday: "This is why I have always been skeptical of Curator-based DeFi lending models. Lending platforms bear reputational risk and have a responsibility to care for their users, and whether they like it or not, a few poorly managed or unethical Curators can negatively impact the platform."

I personally do not believe that using Curator to maintain a fund pool is a failed business model, and I do have funds in some Curator fund pools (currently only Steakhouse remains). However, I also agree that the aggressive tendencies of some Curators may breed a wider range of risks. The deeper reason for this situation lies in the lack of risk control by the user group and some Curators. Furthermore, due to the profit-driven motives mentioned above, the latter may have certain subjective factors.

While we consistently urge users to evaluate protocols, pools, and strategy configurations themselves, this is clearly difficult to achieve because most users lack the time, expertise, or willingness to do so. Against this backdrop, many users unknowingly invest in Curator pools, which generally offer higher returns, thus driving the rapid growth of Curator's managed assets. Conversely, some Curators cleverly exploit this situation to attract more funds, employing more aggressive strategies to increase pool yields, thereby drawing in even more capital through higher returns.

How can we improve the current situation?

Growth always involves growing pains. While the Stream Finance incident dealt another heavy blow to the DeFi market, it may also become an opportunity for users to increase their understanding of Curators and for the market to improve its constraints on Curator behavior.

From a user's perspective, we still recommend that users conduct as much independent research as possible. Before investing funds in a specific Curator fund pool, users should pay attention to the reputation of the Curator entity and the design of the fund pool. Research methods include, but are not limited to:

  • Are there any publicly available risk models or stress test reports?
  • Are the access boundaries transparent? Are they subject to multi-signature or governance restrictions?
  • How often did the strategies draw down in the past, and how did they perform in extreme market conditions?
  • Has there been a third-party audit?
  • Does the incentive mechanism align with the interests of users?

Most importantly, users need to realize that risk is always positively correlated with return. Before making investment decisions, they should be prepared for the most extreme scenarios. They can always keep in mind this quote from Matt Hougan, Chief Investment Officer of Bitwise: "The vast majority of cryptocurrency crashes are due to investors being misled by double-digit risk-free returns, when there is no such thing as a risk-free double-digit return in the market."

As for Curators, they need to simultaneously improve their risk awareness and risk management capabilities. DeFi research firm Tanken Capital has summarized the basic risk control requirements for an excellent Curator, which specifically include:

  • Possess compliance awareness in the traditional financial sector;
  • Portfolio risk management and return optimization;
  • Learn about new tokens and DeFi mechanisms;
  • Understand oracles and smart contracts;
  • It has the ability to monitor the market and perform intelligent reconfiguration.

As for the lending agreement directly associated with Curator, it should continuously optimize the constraints on Curator by requiring Curator to disclose its strategy model, independently verify the model with data, introduce a staking penalty mechanism to maintain accountability for Curator, and regularly evaluate Curator's performance and decide whether to replace it. Only through continuous and proactive monitoring, and by minimizing the risk space, can the risk resonance of the entire system be more effectively avoided.

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Lovable AI’s Astonishing Rise: Anton Osika Reveals Startup Secrets at Bitcoin World Disrupt 2025

Lovable AI’s Astonishing Rise: Anton Osika Reveals Startup Secrets at Bitcoin World Disrupt 2025

BitcoinWorld Lovable AI’s Astonishing Rise: Anton Osika Reveals Startup Secrets at Bitcoin World Disrupt 2025 Are you ready to witness a phenomenon? The world of technology is abuzz with the incredible rise of Lovable AI, a startup that’s not just breaking records but rewriting the rulebook for rapid growth. Imagine creating powerful apps and websites just by speaking to an AI – that’s the magic Lovable brings to the masses. This groundbreaking approach has propelled the company into the spotlight, making it one of the fastest-growing software firms in history. And now, the visionary behind this sensation, co-founder and CEO Anton Osika, is set to share his invaluable insights on the Disrupt Stage at the highly anticipated Bitcoin World Disrupt 2025. If you’re a founder, investor, or tech enthusiast eager to understand the future of innovation, this is an event you cannot afford to miss. Lovable AI’s Meteoric Ascent: Redefining Software Creation In an era where digital transformation is paramount, Lovable AI has emerged as a true game-changer. Its core premise is deceptively simple yet profoundly impactful: democratize software creation. By enabling anyone to build applications and websites through intuitive AI conversations, Lovable is empowering the vast majority of individuals who lack coding skills to transform their ideas into tangible digital products. This mission has resonated globally, leading to unprecedented momentum. The numbers speak for themselves: Achieved an astonishing $100 million Annual Recurring Revenue (ARR) in less than a year. Successfully raised a $200 million Series A funding round, valuing the company at $1.8 billion, led by industry giant Accel. Is currently fielding unsolicited investor offers, pushing its valuation towards an incredible $4 billion. As industry reports suggest, investors are unequivocally “loving Lovable,” and it’s clear why. This isn’t just about impressive financial metrics; it’s about a company that has tapped into a fundamental need, offering a solution that is both innovative and accessible. The rapid scaling of Lovable AI provides a compelling case study for any entrepreneur aiming for similar exponential growth. The Visionary Behind the Hype: Anton Osika’s Journey to Innovation Every groundbreaking company has a driving force, and for Lovable, that force is co-founder and CEO Anton Osika. His journey is as fascinating as his company’s success. A physicist by training, Osika previously contributed to the cutting-edge research at CERN, the European Organization for Nuclear Research. This deep technical background, combined with his entrepreneurial spirit, has been instrumental in Lovable’s rapid ascent. Before Lovable, he honed his skills as a co-founder of Depict.ai and a Founding Engineer at Sana. Based in Stockholm, Osika has masterfully steered Lovable from a nascent idea to a global phenomenon in record time. His leadership embodies a unique blend of profound technical understanding and a keen, consumer-first vision. At Bitcoin World Disrupt 2025, attendees will have the rare opportunity to hear directly from Osika about what it truly takes to build a brand that not only scales at an incredible pace in a fiercely competitive market but also adeptly manages the intense cultural conversations that inevitably accompany such swift and significant success. His insights will be crucial for anyone looking to understand the dynamics of high-growth tech leadership. Unpacking Consumer Tech Innovation at Bitcoin World Disrupt 2025 The 20th anniversary of Bitcoin World is set to be marked by a truly special event: Bitcoin World Disrupt 2025. From October 27–29, Moscone West in San Francisco will transform into the epicenter of innovation, gathering over 10,000 founders, investors, and tech leaders. It’s the ideal platform to explore the future of consumer tech innovation, and Anton Osika’s presence on the Disrupt Stage is a highlight. His session will delve into how Lovable is not just participating in but actively shaping the next wave of consumer-facing technologies. Why is this session particularly relevant for those interested in the future of consumer experiences? Osika’s discussion will go beyond the superficial, offering a deep dive into the strategies that have allowed Lovable to carve out a unique category in a market long thought to be saturated. Attendees will gain a front-row seat to understanding how to identify unmet consumer needs, leverage advanced AI to meet those needs, and build a product that captivates users globally. The event itself promises a rich tapestry of ideas and networking opportunities: For Founders: Sharpen your pitch and connect with potential investors. For Investors: Discover the next breakout startup poised for massive growth. For Innovators: Claim your spot at the forefront of technological advancements. The insights shared regarding consumer tech innovation at this event will be invaluable for anyone looking to navigate the complexities and capitalize on the opportunities within this dynamic sector. Mastering Startup Growth Strategies: A Blueprint for the Future Lovable’s journey isn’t just another startup success story; it’s a meticulously crafted blueprint for effective startup growth strategies in the modern era. Anton Osika’s experience offers a rare glimpse into the practicalities of scaling a business at breakneck speed while maintaining product integrity and managing external pressures. For entrepreneurs and aspiring tech leaders, his talk will serve as a masterclass in several critical areas: Strategy Focus Key Takeaways from Lovable’s Journey Rapid Scaling How to build infrastructure and teams that support exponential user and revenue growth without compromising quality. Product-Market Fit Identifying a significant, underserved market (the 99% who can’t code) and developing a truly innovative solution (AI-powered app creation). Investor Relations Balancing intense investor interest and pressure with a steadfast focus on product development and long-term vision. Category Creation Carving out an entirely new niche by democratizing complex technologies, rather than competing in existing crowded markets. Understanding these startup growth strategies is essential for anyone aiming to build a resilient and impactful consumer experience. Osika’s session will provide actionable insights into how to replicate elements of Lovable’s success, offering guidance on navigating challenges from product development to market penetration and investor management. Conclusion: Seize the Future of Tech The story of Lovable, under the astute leadership of Anton Osika, is a testament to the power of innovative ideas meeting flawless execution. Their remarkable journey from concept to a multi-billion-dollar valuation in record time is a compelling narrative for anyone interested in the future of technology. By democratizing software creation through Lovable AI, they are not just building a company; they are fostering a new generation of creators. His appearance at Bitcoin World Disrupt 2025 is an unmissable opportunity to gain direct insights from a leader who is truly shaping the landscape of consumer tech innovation. Don’t miss this chance to learn about cutting-edge startup growth strategies and secure your front-row seat to the future. Register now and save up to $668 before Regular Bird rates end on September 26. To learn more about the latest AI market trends, explore our article on key developments shaping AI features. This post Lovable AI’s Astonishing Rise: Anton Osika Reveals Startup Secrets at Bitcoin World Disrupt 2025 first appeared on BitcoinWorld.
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Coinstats2025/09/17 23:40

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