Ownership in Cryptonetworks

Pat Rawson
Curve Labs
Published in
11 min readMar 9, 2021

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A Control Network Design Sketch 🔘

This blog assumes prior knowledge of DAOs and will not review the concept.

“[T]ransnational corporations form a giant bow-tie structure and… control flows to a small tightly-knit core of financial institutions… an economic “super-entity”…”

The Network of Global Corporate Control, ETHZurich (2011)

Questions regarding ownership gain importance as decentralized autonomous organizations (DAOs) increase in popularity. DAOs possess the unique organizational programmable capability to dissolve and merge to any degree through the use of smart contracts. This sketch tries to answer the questions of: can a DAO decentralize ownership effectively — and does it make sense to do so?

Control Cryptonetworks

“Each shareholder has the right… to a voice in the decision making process… Thus the larger the ownership share… the larger is the associated control over it… [C]ontrol corresponds to the chances of seeing one’s own interest prevailing in the business strategy of the firm.”

ETHZurich

Let us define ownership in DAOs as a quantitative measure of one’s decision-making authority over a given treasury. To this end, ownership has been implemented in a number of different ways. In many DAOs it exists as a transferable ERC20 token, in others, it’s a non-transferrable score. Whether or not this value is transferable doesn’t matter for our purposes: both types of values can be used to populate a control network whose graph edges are a quantitative measure of ownership (see below Toyota example).

There are certain key ownership types, such as a DAO possessing greater than 50% of the ownership of another DAO, creating a nested structure. We can think of something like the Omen Guild’s sub-DAO relationship to the DXdao as an example, or the Minion framework. In the first instance — the Omen Guild — its treasury is independent and freely utilized by its governing body, resembling a subsidiary (of course, the Omen Guild is highly dependent on DXdao investment to continue operations, but let’s set this aside). In the latter instance — the Minion framework — spending needs to be approved by the parent, essentially resembling a department or branch office (an internally integrated business segment). The distinction between the two is important: the DXdao to Omen relationship creates a two-node control network, while the Minion framework is more of an internal accounting system.

“Corporate network of the Toyota Group visualized… Red nodes indicate (interlocked) parent companies, while green nodes represent majority-owned subsidiaries and blue nodes are affiliates with a dominant stake in equity.” Global Ownership and Corporate Control Networks, Rungi et. al. (2017)

The Omen example is more the exception than the norm — compared to a transnational corporation (TNC) like Toyota, there is no comparably fractalized control network in blockchain today. Few DAOs spin ownership — and significant financing — out of themselves into their local organizational neighborhood. This runs contrary to today’s corporate control networks, as TNCs tend to wheel and deal with a diverse range of shareholding organizations and individuals. In the global corporate core, members have “on average, ties to 20 other members,” with “¾ of the ownership of firms in the core… in the hands of the firms of the core”.

Slice from the large connected component of the global corporate control network with emphasized ownership cycles. ETHZurich.

Let’s dive deeper into a control network example of one of Ethereum’s most well-known projects: Uniswap. The Uniswap treasury today is worth $1.4 billion. This is 10 times smaller than PayPal’s reported $14 billion of cash and short term investments in 2020. But when we look at operating expenses, costs are inverted. PayPal spent $18.16 billion in 2020 on operating expenses. Uniswap, on the other hand, has spent over 100 times less than its treasury size.

To verify this, I offer some quick napkin math:

Assume Uniswap’s reported 16 employees are compensated $500k yearly (a generous number), and this includes all taxes and other expenses. Now add its recurring yearly grants program of $3m. All these costs considered, Uniswap spends at maximum $11m/year — all while sitting on a $1.4 billion treasury. And unlike Paypal, there are no liabilities on Uniswap’s balance sheet — the DAO has unprecedented freedom to spend.

(Left) Tweet from founder of Uniswap, posted 1/18/2021 (Right) Cumulative network control of the top 20 TNCs globally. Notice the large majority are within or adjacent to the financial industry. ETHZurich. (Bottom) Migration of cooperating agents to the cryptosphere. Could a DAO negotiate for equity or shares in these TNCs? Top 12, Bitcoin Treasuries, accessed 2/19/2021

But let’s zip back to our control network discussion. The spin-out of the $3m/year Uniswap grants program resembles the formation of a new subsidiary. And with this — despite the apples to oranges comparison with TNCs — we could say that Uniswap’s control network has three independent nodes: the DAO, the business proper, and the grants council (independent because they freely govern separate treasuries).

But clever readers will understand there’s a catch here — we haven’t done a full accounting of Uniswap’s control network.

A high number of investment and venture capital funds hold UNI tokens — the Uniswap treasury’s governance token. This highlights an important phenomena. DAOs are frequently colliding with traditional institutions like investment funds and speculatative TNCs (many of whom are members of the global core’s large connected component). Many of these institutions are notably choosing to cooperate with DAOs — as speculators, they exchange funding for ownership. This trend is growing over time: even JP Morgan has begun recommending to hold 1% of a given portfolio in cryptocurrencies.

This strikes me as problematic in the long-term for crypto-institutional autonomy. A tension is emerging between two possible futures:

  • DAO ownership becomes in large part subsumed and instrumentalized by centralized financial institutions and TNCs. DAOs accomplish little in the way of advancing a self-sovereign, fiscally and politically decentralized control network. The risks of global financial capitalism are exported to DAOs, and they fail to create any meaningful difference viz-a-viz today’s global order. Ideas like DAO-governed commons become meaningless over time as DAOs ultimately congeal into speculatory investment vehicles (profits, of course, measured in fiat). In this scenario, the large connected component — the beating core of the financial industry — simply eats the crypto-institutional young.
  • DAOs endogeneously structure a self-sovereign, crypto-institutional control network of their own, generally aiming for separation or mitigation from centralized organizations. They pursue a topology advantageous to scaling a core of collaborative governance entities, like crypto-institutional commons. It could be argued that the forkability intrinsic to open-source software resists instrumentalization (while on the other hand, barriers to secession may actually help stabilize complex control networks). In this future, I hypothesize that centralized institutions move towards decentralization to more favorably integrate with the cryptosphere — assuming, of course, DAOs effectively enforce new crypto-institutional norms in international affairs.
(Left) A stylized ownership network with two corporate boundaries,Rungi et. al. (Right) Different means DAOs can “cut the pie,” so to speak, when it comes to distributing ownership. Adopted from Rawson & Weller (2018).

To Uniswap’s credit, only ~18% of its tokens sit with centralized financial entities — a far cry from the 3/4ths ownership that core financial institutions distribute to their peers. This low allocation suggests that Uniswap may evolve more towards the second future scenario. Nevertheless, for this future to be realized, the Uniswap DAO and others need more effective tooling. DAOs today lack the means to distribute ownership effectively — or at all, frankly. They have money to put to use — but little on-chain means to use it. The question of “how to spend a billion dollars most effectively?” is better reframed as: “How do you distribute ownership effectively across organizations in a given control network?”

If our aim is to foster crypto-institutional resilience viz-a-viz TNC instrumentalization, then DAOs need cooperation, distribution, and sense-making tooling, such as:

  • Descriptive map(s) of their control network neighborhood
  • Match-making algorithms to know which organizational neighbors and skillful agents are useful to engage (or alternatively, which neighbors may be hostile)
  • Negotiation interfaces and protocols that help accelerate mergers, acquisitions, and trade (DAO-to-DAO interactions)
  • Computational social choice algorithms like quadratic funding, conviction voting, and pairwise preferencing to intelligently distribute large sums of capital and ownership through neighborhoods
  • More specific ways to define ownership rights — i.e. What do I own? Cash-flow rights? Monetized data incomes?
  • Effective signaling and feedback interfaces to align the polis on control network strategy
Screenshot from the Pol.is signalling interface, used by the people of Taiwan to align on and distribute innovation funding.

When we consider what types of DAO-to-DAO interactions are already happening, the tooling argument gains merit. We’ve seen airdropped tokens with the intent of stripping network liquidity away from competitors, and a handful of seditious forks and rebellions, but few mergers, acquisitions, and mutual concessions. The former tactics do not require the aforementioned tooling: airdrops and forks are easy to implement. On the other hand, the latter tactics are costly to implement. Here the industry is immature — although in some respects, experimentation is moving forward — token swaps, mergers, and other more elaborate arrangements are underway.

Nevertheless, we can imagine four DAO tactics for ownership distribution and dissolution, some softer expressions of power, and others harder (with the ultimate aim of acquisition or secession):

Links: (Upper Left) “limited attention” (Upper Right) “airdrops,” “quantitative,” “tactic for liquidity acquisition” (Bottom Right) “carries over ownership

Optimizing Crypto-Institutional Resilience

Within open-source blockchain ecosystems, there are few tools for effective and complex interaction between entities (whether they be DAOs, multisignature committees — really any given governance structure). Curve Labs aims to be part of the solution by researching and developing effective DAO-to DAO interfaces. Schematic produced by Curve Labs (2021). Schematic license: CC BY-NC-SA 4.0.

“[T]he essence of complexity for an evolving entity is the amount of information that it stores about the environment in which it evolves… [over time] the habits and routines… contain more useful information about the environment… New and varied organizational forms are devised to increase productivity and to manage an exponentially expanding number of products and processes.

Conceptualizing Capitalism, pg. 327–328, Hodgson (2015)

As we’ve established, while DeFi aims to disintermediate rent-seeking middlemen for its users, the opposite is generally true of its project funders. The relationship between venture capital and DeFi has never been stronger. This investment monoculture introduces a diversity problem, in that centralized financial capital now disproprotionately occupies the crypto-institutional niche of organizational ownership. What about its constituent builder squads — agencies, dev shops, teams, ecosystem and events organizers? All of these organizations frequently find themselves cut out of a given project’s tokenomic allocation — but don’t they deserve a fair share?

The key point I’ve been hinting at throughout this blog is that ideology is topology. Following this understanding, we must answer the question: What structure of crypto-institutional control network aligns with our imagined second future? Should DAOs aim for a structure that maximizes profit and market liquidity share, denominated in monocultural, globalized fiat, as TNCs do today? Or should they pursue self-sovereign values, aiming to do their accounting in localized currencies that are issued by adaptive governance collectives? My bias is towards the latter, as I’ve discussed prior, and I’d like to briefly focus on how this could be approached.

To Weather a Crisis, Build a Network of Teams, McKinsey & Co, 2020

Simply put: I believe particularly assertive DAOs should find and recruit the best collection of squads to grow themselves. Today’s DAOs are particularly disassortative: individual token holders of low ownership share all orbit a highly capitalized treasury.

The prescription for this arrangement is to augment local assortativity — which can be done in two directions simultaneously. From the top-down, today’s DAO treasuries should distribute ownership — a.k.a. generously fund — many subsidiaries, while from the bottom-up, individual worker-owners should collectivize into effective working groups — squads, if you will. But note that we are actually aiming for a particular sort of assortativity, with squads being both internal and independent entities that exist within and between DAOs. While issues of fiscal accountability exist in cascade-funding schemes — especially in those DAOs that take seriously the mandate not only being communally governed, but owned — progress is being made.

“Group dynamics ebb and flow with their environment, and nowhere more than SQUAD SPACE. Ecology calls this process “niche formation.”

Squad Wealth

For our baby billion dollar DAOs, distributing ownership as skin-in-the-game to squadlike entities with more specialized objectives is the key long-term problem to solve. I expect a number of benefits beyond incentives alignment to emerge from this formation, whose reasoning I borrow from permaculture and cybernetics:

  • For resilience to emerge in complex systems, variation must be attenuated by variation. A diverse control network consisting of locally assortative squads is far better equipped to deal with unforeseen challenges. As long as the collective memory freely circulates within a given cryptonetwork, discovered solutions to problems can be reused.
  • Squads with multiple DAO tokens (ownership rights) have multiple liquidity sources, increasing their chance at survival and preserving the collective memory. This in turn increases a given control network’s long-term viability. Additionally, when they possess multiple, overlapping forms of ownership, these polycentric meso-actors stop viewing chain or DAO-specific problems in isolation. Often, solving a given issue for one actor creates a solution for another. These co-ownership structures mitigate the harmful effects of cryptotribalism.
  • The individual shareholder is driven by greed; the network, by growth. Squads empowered with ownership navigate and mediate this tension between micro and macro by growing the network in pursuit of squad wealth.
Tokenomic planning means answering the question of “who gets what percentage of ownership, when?” This is often reflected by allocation tables, like the above for Celo. Per our control network thinking, I believe that as the reserve grows, ownership should be spun-out to seed a rich ecology of builder squads and associate organizations. Interestingly, for Celo, this is plausible, as only ~12% of the maximum token supply has been allocated towards speculators thus far. Understanding CELO Allocation: Estimated Circulating Supply Over Time (2020)

By allocating builders higher relative ownership, a tension is produced between stakeholders in the sense of “there’s less ownership pie for speculators if there’s more for builders.” And this needs to be carefully considered in any tokenomic allocation. But I believe that individual speculators have historically been overvalued in their ownership distribution — especially if they control more than 25% of a given DAO. How did I arrive at 25%? By working backwards from the 3/4ths allocation of TNCs in the global core to their organizational peers. The ecological reasoning here is rather sensible: which DAO do you think is more likely to exist in the long-term?

  1. One that is majority-owned (75%+) by an interacting collaborative network of builders, who are self-organized by interests, objectives, and ecological niche, working both within and across multiple DAOs?
  2. One that is majority-owned (75%+) by token holders and venture capitalists?

I believe that the former is far more effective in the long-term. We need DAO leadership and business developers that look towards neighbors with a salutogenic perspective — how can DAOs improve and sustain the health of their organizational neighborhood (with the selfish understanding, of course, that this will someday help themselves)? If certain chains aim to be port cities, then they need to consider what it takes to bootstrap shipping firms. After all, the first wave of globalization was initiated by strong secular investment in maritime trading companies, who in turn, invested in ships and ship captains.

“The challenge is no longer fundraising, these projects have enough capital to build for decades… The big question now moves to one of social scalability, with the focus on the people delivering useful work…”

A Proposal to the Edgeware DAO, Decent Partners

So in conclusion:

Let us collectively brainstorm and approach questions of merger, acquisition, and spinoff with a little more creativity. Hopefully, DAOs who plant crypto-institutional seeds in each other will pre-emptively diffuse secessionist tendencies in their neighborhoods, leading to greater experimentation and the emergence of a self-sovereign control network. Collectively deciding who, how, and how much ownership is distributed across a given control network is tough, but the path dependencies introduced by these decisions matter, as they will define the cryptosphere’s future.

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Learn more about DAO-to-DAO interactions

Learn more about DAOs as crypto-institutions

A special thank you to the Curve Labs squad — specific shoutouts to Ezra, Max, Cem, Renc and Ata. More gratitude for Jeff Emmett and the wonderful folks at the Commons Stack, and Felix Machart at Greenfield One for your helpful review and contributions.

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