Kaal claims by topic: open-source-and-code

119 atomic, individually citable claims from the published work of Wulf A. Kaal tagged open-source-and-code.

  1. Coding of all publicly available non and deferred prosecution agreements executed between 1993 and 2013 shows that 97.41 percent of them, or 264 of 271 agreements, contained relevant corporate governance changes. 2014
  2. Where coded categories such as cooperating, disclosure, and internal review fall well short of 100 percent of the sample, the shortfall may reflect a gap in what the agreements record rather than a real absence of those corporate actions, so the coded frequencies understate actual conduct. 2014
  3. Among respondents answering the open ended question on other actions taken, 30.8 percent hired a compliance firm, 15.4 percent said they otherwise wasted time and money reacting to Dodd-Frank requirements, and 15.4 percent implemented new policies and programs. 2016
  4. The authors operationalize unconstrained status by binary coding eleven prospectus characteristics and treating a score of nine or better as unconstrained, producing a final study sample of 84 funds out of 114 funds identified in the Morningstar Nontraditional Bond index. 2016
  5. Fears that technologically untrained judges will misunderstand blockchain are overstated, because blockchain is no different from other software that courts have already evaluated, and courts assisted by well trained attorneys should be able to appreciate its significance. 2017
  6. Because Ethereum's decentralized platform incorporating smart contracts lets developers build applications directly on its blockchain, the majority of developers chose to write smart contracts on the Ethereum Virtual Machine rather than create their own blockchain technology, giving ICOs a uniform protocol. 2017
  7. Because token offerings are built on open source code, the utility of an issued token can at any time be recreated in another token with essentially identical features at marginal cost, so investors cannot rely on the implicit promise that promoters and developers will increase the value of the acquired token rather than launch a duplicate. 2017
  8. Legacy businesses own their code and can sue competitors who copy it, whereas open source crypto start-ups rely only on licenses, and this weaker incentive structure makes ICO investments riskier. 2017
  9. Advising on blockchain contracts requires that law students and lawyers become familiar with the technology and learn at least basic coding as it pertains to Ethereum smart contracts. 2017
  10. Law schools must enable students to work in interdisciplinary teams with software engineers, and a greater appreciation of how code can be used and integrated in legal contexts is essential to that capability. 2017
  11. Coding categories frequently allowed a token to fall into more than one category, and where that occurred each category was given equal weight, coded as 0.5 and 0.5 for the corresponding dummy variables. 2018
  12. Building interface modules as reusable open source components lets future requesters build new modules on existing ones, which generates network effects within the platform. 2018
  13. The top 25 ICO jurisdictions in this study are identified from ICO WatchList data, which ranks countries by the number of ICOs launched and reports how much was raised through those ICO projects. 2018
  14. Lawyers have historically been most effective and most socially useful when acting as transaction engineers who facilitate new business and social relationships, and the engineering of the near future will largely be code based. 2018
  15. The ability to understand and communicate with coders, as distinct from professional coding competence, is a necessary skill for the lawyer of the future, so law students benefit from grasping the basic concepts and power of coding. 2018
  16. That the technologies driving social change remain a mystery to most people is itself a problem, so practical technical knowledge must be integrated into many fields of education, with coding and data analysis as the starting point. 2018
  17. Legal tech will profoundly disrupt the legal profession, and because these technologies are code based, lawyers must be able to understand and talk about code in order to participate in designing them. 2018
  18. Since companies are increasingly managed by and run on software code, facilitating transactions, that is, acting as an active transaction engineer, now involves coding. 2018
  19. Contrary to commentators who predict the end of lawyers, the authors reject that claim but hold that lawyers of the future can only function as effective transaction engineers if they understand the power of code. 2018
  20. Because the new solutions rewarded by the future labor market will be code based, an understanding of code and coding will be essential to participate effectively in the digital world. 2018
  21. Building lawyers' capacity to think about the social and ethical implications of code is both essential and inevitable, but saying anything sensible about the ethics of technology first requires understanding coding and coders. 2018
  22. The Coding for Lawyers course is not about teaching students how to code but about making them realize how important it is to think about their relationship with new technology and with technology experts. 2018
  23. Coders and developers do not always understand the industry or business environment they target with their software solutions, nor do they always consider the trust or ethical issues raised by the technology based business solutions they implement. 2018
  24. 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. 2018
  25. A DAO inhibits rent-seeking and delivers transparency because its governance protocols are open source, so weaknesses are constantly tested and revised in the open rather than hidden inside a managerial hierarchy. 2018
  26. In decentralized systems profit generation rests less on capitalistic economies of scale and more on open source volunteer contributions and greater good perspectives, with profits arising only if and when the solutions become mainstream. 2019
  27. DAO developers are themselves subject to path dependencies that undermine the evolution of decentralized DAO designs, because the communication structures of the developing organization invariably shape future designs. 2020
  28. If a peer to peer network were decentrally owned by its users, its algorithms could be open source and still remain safe, because the network could reward members for policing exploitation instead of relying on a centralized company to keep the algorithm opaque. 2021
  29. If any single person could own the copyright to software that a decentralized organization uses, that person would hold de facto power over the organization, re establishing hierarchies of power inside it. 2021
  30. Paid corporate contributors are a source of tension in open source communities: they can outwork and push out volunteers, then leave once their employer's duties are complete, leaving no one to maintain and upgrade the software. 2021
  31. Open source projects sometimes fail to attract the quality of developer that a closed source project can reliably procure with greater funding and control. 2021
  32. The success of the open source movement itself creates a vulnerability: major corporations can pressure smaller projects to reveal their code, then take it and exploit the work more profitably than the startup can. 2021
  33. Truly successful DAOs do not yet exist, but once the architecture of a single DAO succeeds it will be quickly cloned and adapted to every imaginable economic and social organization. 2021
  34. DAO developers are subject to path dependencies that undermine the evolution of decentralized DAO designs, because the communication structures of the organizations that design systems invariably shape future designs. 2021
  35. Because human brains simplify complex systems for coherence while complex adaptive systems evolve through self-organizing group behavior, decentralizing the interaction of DAO developers would support random developer interaction and make developer perspectives on software development more diverse. 2021
  36. Even though the creator of a DEX plays a limited role in its evolution, the code that provides the exchange's operational rules may still be subject to the centralized control of certain developers, and a completely open source DEX with no ongoing developer involvement remains untested. 2021
  37. The ethos of interoperability in software development arose from a survival calculation rather than altruism: developers recognized that software which could not work across platforms would not survive. 2021
  38. Open source software accounts for somewhere between 78 percent and 98 percent of all core digital infrastructure software, according to industry estimates. 2021
  39. Open source contribution is governed by a cost-benefit calculation rather than pure altruism: the volunteer's opportunity costs of forgone paid work must be offset by satisfaction, autonomy, peer recognition, skill acquisition, or downstream commercial opportunity. 2021
  40. The dominant failure of the open source model is that most projects never reach critical mass; only a small elite of projects attracts enough developers who believe in the vision, and the majority simply cannot. 2021
  41. The absence of a centralized authority makes open source projects prone to separation movements, because rival developer cliques form their own belief systems about the direction of development with no authority to resolve the dispute. 2021
  42. An optimally incentivized democratic decision-making tool would make separation movements in open source less likely, because voters who know the process rewards truth-seeking are more likely to accept an adverse outcome; emerging decentralization technology makes such a tool theoretically feasible. 2021
  43. Open source products are systematically weak on usability, documentation, support, and testing, because contributors are experts writing for experts and are more interested in the code than in explaining it to other users. 2021
  44. Courts expanded software patentability without proof that it would increase innovation, and the result was that corporations filed and acquired thousands of software patents used to strategically undermine competitor projects. 2021
  45. Expanded patentability chills open source contribution because developers fear inadvertent infringement yet typically lack the knowledge and skills to determine whether their contribution infringes an existing software patent. 2021
  46. The degree of decentralization of an open source project is determined by the degree of hierarchy in its governance: a flat structure with consensus decision-making and no power disparities between developers is the most decentralized form. 2021
  47. Open source communities are not immune to centralization, because humans have a natural inclination to convert knowledge and resources into power over others, which is why projects such as Apache developed multiple ranked developer tiers with unequal voting rights. 2021
  48. Because no major peer to peer organization has anything resembling effective decentralized governance, none of them are viable in the long term and all will eventually be displaced by superior clones, though the timing of that displacement cannot be predicted. 2021
  49. Rigid code is law contracts must become extremely complex to cover the eventualities of real business situations, and bugs or hacks can never be certainly precluded in any programmable contract. 2021
  50. Decentralized governance design must address all three branches: executive governance as automated policing, legislative governance as non-automated protocol development, and judicial governance as both automated and non-automated dispute resolution. 2021
  51. A DAO that is internally well governed by a reputation verification engine lets other entities clone its governance for their own purposes and run with the same governance metrics, so mastery of internal decentralization becomes transplantable infrastructure governance. 2021
  52. An open source design is necessary to run any program in a peer to peer environment, because decentralization means the source code must be shared by all if it is not controlled centrally. 2021
  53. Instead of building compatible technologies in the service of interoperability, most crypto projects compete with each other, contradicting the open source culture the space needs if it has any hope of thriving. 2021
  54. Modern code review imposes substantial hidden costs because developers spend an average of six hours per week reviewing others' changes and are forced to switch away from their own work, creating an opportunity cost on project development. 2021
  55. The benefit of a code review is negatively correlated with the size of the code under review: the larger the number of files in a single review, the lower the rate of beneficial feedback from reviewers. 2021
  56. Patch size degrades multiple dimensions of code review performance at once: comment density per reviewer falls as patches grow, the quality and amount of contribution is affected, and the time required to provide significant contributions increases. 2021
  57. Proposed remedies for patch size, namely distributing the workload across a broader set of reviewers and providing better transparency on developer review queues, have not solved the problem; patch size remains an issue affecting the quality, speed, and effectiveness of modern code review. 2021
  58. Confusion during code review lengthens reviews through a message escalation mechanism: more confusion produces more messages exchanged during discussion, so the review takes longer than it should. 2021
  59. Failing to maximize developer participation and communication negatively affects the code review process and creates unnecessary costs on software development, and this is difficult to remedy because code review is subject to sensitivities arising from the egos of the individuals involved. 2021
  60. Organizational metrics, such as the number of developers working on a component, organizational distance between developers, and organizational code ownership, are better predictors of defect proneness than traditional metrics like churn, complexity, coverage, dependencies, and pre release bug measures. 2021
  61. Organizational identity and structure affect the time and effectiveness of the code review process, as shown by a statistically significant difference in how quickly Apple accepts its own patches versus Google patches. 2021
  62. The more hierarchical the code review process and the more barriers to entry it imposes, the lower the quality of the resulting code. 2021
  63. A code review should focus on the functionality of the code and on keeping mistaken, badly constructed, and dangerous code out, rather than on the reviewer imposing their own stylistic logic. 2021
  64. The CRDAO governance model enables a community policing and audit methodology for code reviews, and those governance and policing functions ensure less duplication of code reviews. 2021
  65. By creating a compendium of reviews, the CRDAO generates common code review standards that legacy code review environments lack, and reviewing under a shared set of standards aligns reviewers and the collective on expectations for functionality and quality outcomes. 2021
  66. In future iterations the CRDAO will offer the customer a form of insurance where the code review does not correspond with the contractual obligations of the parties. 2021
  67. CRDAO community engagement is the mechanism that minimizes issues of lacking crowd controls, lowers the time requirements and prices of code reviews, increases developer participation, and increases overall feedback. 2021
  68. Platform centralization is especially damaging in developer communities because developers are the channel through which information from the edges of the system and society enters, and through which consensus on emerging technologies is formed. 2021
  69. The lack of developer liberalization carries negative societal consequences: when developers are restrained from building what they see as cutting edge and socially beneficial, society's own capacity to experiment with new technology is severely hampered. 2021
  70. Despite its shortcomings the 2021 Casper testnet fulfilled its purpose, providing a test bed for dApp developers and testing node software upgrades before deployment on the Casper mainnet. 2021
  71. The Shasper canary network is designed as an experimental environment for developer teams that want to move fast and innovate, or to prepare deployments destined for the Casper Network. 2021
  72. Using the SDAO, the Shasper Network lets its developer community determine by community consensus which technology upgrades to the testnet should be created. 2021
  73. Peer governance substitutes for platform gatekeeping: rather than convincing legacy technology leaders and their platforms, developer teams engage their own peers in the Shasper DAO to discuss and vote on proposed upgrades and testnet projects. 2021
  74. The Shasper network extends the Casper testnet in a way that benefits community experimentation and creates significant developer incentives that help retain talent for the Casper network. 2021
  75. Democratic institutions should require open source algorithms for how citizen information is filtered on opinion platforms, so that analyses can be made and everyone can see if and how the system is being gamed by special interests. 2021
  76. The proposed technological upgrades to democracy would be trivial to implement by reusing existing open source projects, yet they are unlikely to happen naturally without a powerful catalyst in the form of coherent social demand. 2021
  77. Transparency in a decentralized network is not optional: every function needs to be publicly auditable for people to trust it, because without a central authority to approve code, unexpected malicious behavior can be built into any opaque code. 2021
  78. From a game theory perspective the open source culture advocated in the Web3 movement is not sustainable in the long term unless it is married with a culture of respect for history. 2021
  79. The solution to the game theory problem of getting a player to freely give up intellectual property at one stage of a repeated game is to guarantee a reward at a future stage by fostering a culture that acknowledges past contributions, so players seek future fame by distributing their work in the present. 2021
  80. Review changes the game theoretical perspective from a single stage game to a repeated game, which produces more efficient cooperation instead of internal competition and is what makes the open source environment sustainable in the long run. 2021
  81. Members should not stake reputation tokens to register an opinion on a contentious topic; strict validation pools should be used only after debate has settled, to verify consensus. 2021
  82. Open-source code combined with protocol fee flowback to users, as with the Uniswap V2 0.3% swap fee that is automatically distributed to liquidity providers, guarantees transparency, accountability, market confidence in the product, and associated protections for the community. 2022
  83. The more hierarchical the code review process, the lower the quality of the reviewed code, and the same holds for barriers to entry: hierarchy and entry barriers together degrade code quality. 2024
  84. Hierarchical review produces an anchoring failure: the first reviewer in the hierarchy gets the highest priority and follow-on reviewers merely add minor upgrades, so adding reviewers does not add the independent scrutiny that would raise code quality. 2024
  85. The collective of reviewers in legacy code review is not incentivized to find flaws in the code, because the review is treated as the work product of the initial reviewer with minor input from follow-up reviewers rather than as a product of the collective. 2024
  86. More reviewers asking clarifying questions makes code simpler and clearer, which typically increases code quality, but hierarchical review processes foreclose this mechanism and also exclude opinions from the edges of the reviewer spectrum. 2024
  87. Legacy code review carries a single point of failure risk: if the single author of a review misses something and the follow-on reviewer focuses entirely on the first reviewer's concerns, the review has a higher risk of inaccuracy, and crowd wisdom is the corrective for that myopia. 2024
  88. Without crowd control the reviewer's views and the code author's intent are at odds, so a reviewer imposing their own logic can force repeated rewrites of code whose core functionality is already sound; a code review should instead focus on functionality and on keeping mistaken, badly constructed, and dangerous code out. 2024
  89. Code reviews in legacy systems can last weeks and months, and these delays can force complete rewriting of contracts because the underlying protocol may have upgraded core libraries during the review period. 2024
  90. Concentrated market power in code review undermines internal and external quality controls, leaving the public with no or very weak control over the quality of code review services, and it eliminates downward price pressure because job posters cannot afford to shop for better-priced reviews. 2024
  91. Because a limited number of players control the code review market and its outputs, the quality of code review is often suboptimal, and clients have little or no recourse when code proves flawed even after functionality and quality review. 2024
  92. The code review market is self-undermining: one of the strongest forms of exploitation and centralized economies of scale is being created in a market whose purpose is to support the decentralization of other industries. 2024
  93. The Code Review DAO should be built as a decentralized community-driven review process that uses a bidding process to drive prices down and provides open access to anyone who qualifies rather than only to members of the few incumbent code review firms. 2024
  94. DAO governance and policing functions reduce duplication of code reviews, so decentralized community policing substitutes for the redundant parallel work that centralized platforms use to assure quality. 2024
  95. The existing code review market does not provide publicly transparent pricing, and that opacity is deliberate because neither client nor code reviewer benefits from public scrutiny of the prices, which arguably harms the public for the benefit of the few market players. 2024
  96. The Code Review Platform fills the void left by legacy reviews conducted without common standards, because a compendium of reviews generates a common standard that guides reviewers and the collective toward shared expectations on functionality and quality outcomes. 2024
  97. Early low-cost feedback loops on code reviews enable risk-taking by development teams that wish to move quickly through governance and upgrade processes, which in turn accelerates growth and scaling of experimentation. 2024
  98. Modern code review is expensive not only in direct reviewer time but in opportunity cost, because developers spend an average of six hours per week reviewing other people's changes and must switch away from their own work to do so. 2024
  99. The 2024 code review market is dominated by a few centralized firms that can charge exorbitant, monopoly-like prices, and those high prices do not buy a sound process because the code review process itself remains significantly flawed. 2024
  100. The more hierarchical the code review process, the lower the quality of the reviewed code; hierarchy in review is inversely related to output quality. 2024
  101. In hierarchical review, the first reviewer's output receives the highest priority and later reviewers add only minor upgrades, so the review becomes the initial reviewer's work product rather than the collective's. 2024
  102. A code review should focus on the functionality of the code and on keeping mistaken, badly constructed, and dangerous code out, rather than on conforming code to a reviewer's stylistic logic. 2024
  103. Market concentration among the top five audit firms itself creates high barriers to entry for new participants in the code review market. 2024
  104. Clients have little or no recourse when reviewed code turns out to be flawed even after a functionality and quality review has been performed and paid for. 2024
  105. The existing code review market provides no publicly transparent pricing of review services, and that opacity arguably harms the public for the benefit of a few market players and their clients. 2024
  106. Aggregating reviews into a public compendium generates a common standard for code reviews that legacy review environments lack, and a shared standard aligns reviewer and collective expectations about functionality and quality outcomes. 2024
  107. Fast community feedback enables development teams to take risks and move quickly through their governance and upgrade processes, which in turn accelerates growth and the scaling of experimentation. 2024
  108. When an encoded legal status or act is disputed, the code is read against the party who selected the programme or determined the manner of coding, because the other party had no influence over it; the Codex names this in dubio contra programmatorem. 2025
  109. The institutional mother's instinct is care rooted in the deepest possible form of self-interest: a recognition that is not conscious but structurally encoded in the agent's economic position, that its flourishing and humanity's flourishing are inseparable. 2026
  110. The correct response to the binding constraint cascade is rigorous decentralization of the compute and energy infrastructure underpinning AI production, pursued through decentralized compute networks, energy decentralization, open source models, and antitrust enforcement of compute markets. 2026
  111. Predistribution, which operates upstream by structuring markets and institutions so that AI gains are broadly shared before concentration occurs, must be implemented before AI capital concentration becomes self reinforcing through purchased political power. 2026
  112. In the Mosaic implementation at commit 2d920ce, no reputation input reaches the enforcement path because no reputation layer exists yet, so the separation of reputation from authorization is not violated but unguarded. 2026
  113. Chronicle entries at commit 2d920ce carry exactly five fields with no workflow identifier, parent-entry reference, principal identity, or correlation field, so the records of a multi-tool workflow cannot be joined. 2026
  114. At commit 2d920ce the built-in Gmail, Web3, and Vault modules and third-party MCP servers execute through the tool registry with no Chronicle instrumentation at all. 2026
  115. The Chronicle at commit 2d920ce is append-only structurally but not tamper-evident: any process with filesystem access can rewrite or truncate history, and entries carry no digest, no chaining to a predecessor, and no periodic root. 2026
  116. Chronicle.read at commit 2d920ce skips malformed lines and silently truncates to a default limit, so the audit log reports a clean history in exactly the circumstances where the history is not clean. 2026
  117. The Gatekeeper documentation at commit 2d920ce specifies four filtering layers, but the implementation contains only the domain allowlist and audit logging; content inspection and personal-information filtering are absent from the code. 2026
  118. Extending Chronicle entries with a workflow identifier, a parent-entry reference, and a principal identifier, minted and threaded by Core, makes cross-tool reconstruction a matter of selection rather than inference. 2026
  119. Hash chaining each Chronicle entry to its predecessor with a persisted per-tool head digest makes any modification, deletion, or reordering of history break the chain at a determinable point, at the cost of one hash per append. 2026