# Collaboration `kaal:entity:collaboration` **Status.** derived This node is assembled mechanically from the 9 claims that carry the concept tag `collaboration`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself. ## Every claim under this term 9 claims across 9 works, 2018 to 2025. **2018** - [3227967-040](https://wulfkaal.github.io/claims/3227967-040) [mechanism/argued] -- Co-creation partnerships between developers and non-developers will be crucial to building a better digital future, and understanding coding is what enables lawyers to engage constructively with coders, programmers and other software developers. > "Co-creation" involving partnerships between developers and non- developers will be crucial to building a "better" digital future. And understanding coding enables lawyers to constructively engage with coders, programmers, and other software developers. Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters (2018). SSRN: https://ssrn.com/abstract=3227967 **2019** - [3405401-011](https://wulfkaal.github.io/claims/3405401-011) [failure/argued] *(failure mode)* -- Smart contracts undermine the ability of counterparties to continue collaborating when unanticipated eventualities arise, because in most cases of unfulfilled parameters the smart contract will simply cancel out. > Smart contracts also undermine counterparties' ability to continue collaboration when unanticipated eventualities arise. In most cases of unfulfilled parameters, the smart contract will simply cancel out. Wulf A. Kaal, Decentralized Commerce – A Primer on Why Decentralized Reputation Verification Systems Are Needed (2019). SSRN: https://ssrn.com/abstract=3405401 - [3406323-033](https://wulfkaal.github.io/claims/3406323-033) [failure/argued] *(failure mode)* -- Smart contracts undermine the parties' ability to continue collaborating when unanticipated eventualities arise, because in most cases of unfulfilled parameters the contract will simply cancel out rather than allow partial performance. > Smart contracts also undermine counterparties' ability to continue collaboration when unanticipated eventualities arise. In most cases of unfulfilled parameters, the smart contract will simply cancel out. Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323 - [3411897-033](https://wulfkaal.github.io/claims/3411897-033) [failure/argued] *(failure mode)* -- Smart contracts undermine counterparties' ability to continue collaborating when unanticipated eventualities arise, because in most cases of unfulfilled parameters the smart contract will simply cancel out rather than allow partial performance. > Smart contracts also undermine counterparties' ability to continue collaboration when unanticipated eventualities arise. In most cases of unfulfilled parameters, the smart contract will simply cancel out. Wulf A. Kaal, Decentralization - Past, Present, and Future (2019). SSRN: https://ssrn.com/abstract=3411897 - [3441904-010](https://wulfkaal.github.io/claims/3441904-010) [condition/argued] -- Dynamic power organization in a DAO succeeds only if the decentralized governance structure motivates token holders to collaborate productively by fairly rewarding development, work, and the policing of any diminishments. > The successful implementation of such dynamic power organization requires a decentralized governance structure that motivates DAO token holders to collaborate productively, by fairly rewarding development, work, and the policing of any diminishments. Wulf A. Kaal, Blockchain-Based Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3441904 **2021** - [3782191-021](https://wulfkaal.github.io/claims/3782191-021) [mechanism/argued] -- Independent and autonomous subgroups, formed randomly based on members' ability to contribute to a common cause and characterized by equality and mutual trust, form the backbone of decentralized structures. > Independent and autonomous subgroups create the backbone of decentralized structures. Subgroups are formed randomly based on individual members' ability to contribute to the common cause of the group. Craig Calcaterra, Wulf A. Kaal, Preface to (2021). SSRN: https://ssrn.com/abstract=3782191 - [3782214-014](https://wulfkaal.github.io/claims/3782214-014) [mechanism/argued] *(failure mode)* -- When currency is the entire proximal goal of a transaction, all participants naturally behave as selfishly as possible and exploit any opportunity for individual profit at the group's expense, which makes cash profit a bad immediate incentive for both business and government. > If the entire proximal goal of a transaction is currency, all participants will naturally be- have in the most selfish manner possible, exploiting any opportunity for individual profit at the expense of the group. Craig Calcaterra, Wulf A. Kaal, Decentralized Governance (2021). SSRN: https://ssrn.com/abstract=3782214 **2024** - [5254152-040](https://wulfkaal.github.io/claims/5254152-040) [failure/evidenced] *(failure mode)* -- The absence of a dedicated discussion platform, combined with poor engagement on third party accounts, hinders meaningful discussion and collaboration within a DAO, as scored for BrainDAO with an organizational communication score of 1 despite high decentralization and attack resistance scores. > The absence of a dedicated discussion platform and poor engagement on third-party accounts hinder meaningful discussions and collaboration (O: 1). Wulf A. Kaal, DAO Market Meta Analysis 2024 (2024). SSRN: https://ssrn.com/abstract=5254152 **2025** - [5095633-040](https://wulfkaal.github.io/claims/5095633-040) [normative/argued] -- Solving data bias, computational overhead, stale datasets, privacy constraints, and inequitable compensation cannot be done within any single discipline; it requires concerted interdisciplinary effort across governments, corporations, researchers, and civil society. > addressing the challenges outlined herein—data bias, high computational overhead, stagnant or outdated datasets, privacy and security constraints, and inequitable compensation structures—requires concerted, interdisciplinary efforts. Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633 ## Verify Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust. curl -s https://wulfkaal.github.io/entities/collaboration.md | sha256sum **Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.