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DAOs Need a Vibe Check

On July 28, 2024, the Compound community passed Proposal 289, empowering a group of five token holders to steal about $24 million from the CompoundDAO treasury. Of course the community didn’t intend to authorize a big heist. And the “Golden Boys,” the group of token holders who advanced Proposal 289, probably weren’t planning one. Proposal 289 sought to allocate 5% of the DAO’s treasury holdings for full-control by the Golden Boys in their yield-bearing vault. Many railed against the Golden Boys’ proposal as a prime example of a “governance attack,” manipulation of a DAO’s governance mechanisms with the goal of draining its treasury or consolidating control.

Whatever the Golden Boys’ intentions, how did this danger arise in Compound? Compound is one of the pioneers of decentralized token-voting, and has a Nakamoto coefficient of 17, making it more decentralized than many proof of stake networks. Yet the Golden Boys’ exploit exposes CompoundDAO’s chronic voter apathy. The Golden Boys were able to squeeze through Proposal 289 with less than 7% of the total COMP supply. That’s because many token holders simply chose not to vote — on average, only 51 out of Compound’s almost 5000 members vote on on-chain proposals. But this isn’t captured in existing metrics and notions of decentralization. That’s a big problem.

Today’s decentralization metricsPopular metrics of decentralization today, such as the Nakamoto Coefficient or the Gini Coefficient, are token-centric. They focus on token distribution over addresses.Consider two hypothetical DAOs, WhaleDAO and MinnowDAO. WhaleDAO has its tokens split evenly among 5 wallets. MinnowDAO, which has tokens evenly split among 100 wallets.This isn’t captured in existing metrics and notions of decentralization. That’s a big problem

At first glance, we would assume that MinnowDAO is more decentralized than WhaleDAO. However, this conclusion doesn’t consider who controls these wallets in the first place. Suppose, for example, that in MinnowDAO, 70 of those wallets are owned by one whale, i.e., the same person or group. Then MinnowDAO would actually be more centralized than WhaleDAO, with a single person controlling 70% of the voting power.This is exactly what happened in the case of the Golden Boys. The group’s “yes” vote of around 700k COMP was split amongst dozens of wallets, with many of the individual wallets holding less than 25k COMP. Existing, token-centric metrics of decentralization, such as the Nakamoto coefficient, would lead us to falsely conclude that this vote was decentralized, since the “yes” vote was split across multiple addresses.

Token-centric metrics miss other forms of centralization too. What if 80% of voters in a DAO have been bribed to vote for a proposal? Bribery doesn’t affect token holdings, so a token-centric metric won’t capture it. The same is true for groupthink, collusion, and other ways in which control of a DAO’s governance may fall to a single or small number of groups.To measure decentralization in a way that matches meaningful notions of the robustness of a DAO’s governance, there’s a crying need for a new metric.A new decentralization metricTo better understand the true degree of decentralization in a DAO, we propose a new family of metrics called Voting Bloc Entropy or VBE (pronounced “vibe”) for short. As the name suggests, VBE does not just measure token holdings in individual wallet addresses. It takes into account clusters of token holders that are exhibiting similar voting patterns. We call such a cluster a “voting bloc,” by analogy to voting blocs in political systems. Voting blocs may be loose coalitions or they may be self-identifying groups of individuals like the Golden Boys. VBE measures whether there are large, dominant voting blocs — what we regard as the key form of centralization in DAO governance.

In the case of the Golden Boys, a VBE metric would treat all the attackers’ votes as a single voting bloc, regardless of how many wallets they split their tokens into. It would also treat all of the non-participating voters in CompoundDAO as a bloc, since they too exhibit aligned behavior. Those voters, the majority by voting weight, would constitute a single, massive bloc that we call an “inactivity whale.” That huge bloc which the Golden Boys exploited — would imply low VBE and thus poor decentralization in Compound.One of the most important benefits of a good decentralization metric is that it leads to useful, actionable guidance about how to reinforce decentralization. Our recent research enumerates a number of key lessons that VBE offers on DAO decentralization. For example, you might expect delegation to increase centralization by concentrating voting power. Surprisingly, our results show that when a DAO has a big inactivity whale, delegation can shrink the whale and lead to higher VBE, i.e., higher decentralization.

To illuminate the state of decentralization across the DAO landscape, we’ve created a new resource for the community: The IC3 VBE dashboard, which offers ways to compare VBE across DAOs (although some caution is warranted in cross-DAO comparisons) and enables DAOs to monitor fluctuations in VBE over time. As a proxy for the “health” of a DAO, VBE can help DAO operators guide governance practices.We also believe that our research can inform the delegation process in DAOs. For example, by clustering delegates into voting blocs that resemble political parties, VBE offers token holders a way to easily identify delegates (possibly create AI agents) that can represent their interests, and in turn reducing voter apathy in DAOs.

With tools such as VBE, DAOs can better avoid governance attacks exploiting DAO voter apathy like the recent Compound case. Beyond this goal, though, by measuring and seeking to optimize their VBE, DAOs can achieve better governance that leverages a diversity of viewpoints in voting communities and fosters healthy debate. While our research is still a work in progress, we have involved major DAOs and stakeholders in implementing, testing, and iterating on an open-source library to power the dashboard and other applications of VBE.As in so many other decentralized systems, the "D" in DAO is perhaps the hardest letter to get right. But maybe good vibes can help.

Note: The views expressed in this column are those of the author and do not necessarily reflect those of CoinDesk, Inc. or its owners and affiliates.Edited by Benjamin Schiller.

Source

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  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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