# Regulation

`kaal:entity:regulation`

**Status.** derived

This node is assembled mechanically from the 49 claims that carry the concept tag `regulation`. 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

49 claims across 29 works, 2012 to 2026.

**2012**

- [2097160-005](https://wulfkaal.github.io/claims/2097160-005) [failure/argued] *(failure mode)* -- Market solutions and private ordering alone are unlikely to produce contingent capital designs that improve corporate governance in SIFIs, because privately negotiated sales so far have not produced governance-sensitive designs.
  > It is doubtful if market solutions and private ordering alone will produce contingent capital designs that help improve corporate governance in SIFIs.
  Wulf A. Kaal, Contingent Capital in Executive Compensation (2012). SSRN: https://ssrn.com/abstract=2097160

**2014**

- [2389416-010](https://wulfkaal.github.io/claims/2389416-010) [empirical/argued] *(failure mode)* -- Because hedge funds developed under little or no regulatory supervision before the Dodd-Frank Act, the existing hedge fund performance literature largely fails to assess the implications of hedge fund regulation.
  > Because hedge funds evolved in a regulatory environment with low or no regulatory supervision until the enactment of the Dodd-Frank Act, most prior studies on hedge fund performance do not assess the implications of hedge fund regulation.
  Wulf A. Kaal, Barbara Luppi, Sandra Paterlini, Did the Dodd-Frank Act Impact Hedge Fund Performance (2014). SSRN: https://ssrn.com/abstract=2389416

**2016**

- [2811718-038](https://wulfkaal.github.io/claims/2811718-038) [predictive/speculative] -- Private fund investor due diligence may follow the evolutionary path of bank risk evaluation, which fifteen years ago operated without uniformity or applicable standards and is today heavily regulated and has evolved into a science.
  > In analogy to banks' risk evaluation, fifteen years ago banks operated with general risk evaluation strategies but no uniformity and no applicable standards, whereas today banks' risk evaluation is heavily regulated and has evolved into a science. Private fund IDD may follow the same evolution.
  Wulf A. Kaal, Private Fund Investor Due Diligence – Evidence from 1995 to 2015 (2016). SSRN: https://ssrn.com/abstract=2811718

**2017**

- [2922176-037](https://wulfkaal.github.io/claims/2922176-037) [failure/argued] *(failure mode)* -- Contemporary corporate governance reforms are unlikely to work as policymakers and regulators intend, because experts agree improvement is needed but disagree widely on what good corporate governance is or how to achieve it.
  > Contemporary corporate governance reforms are unlikely to work as intended by policymakers and regulators.
  Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies (2017). SSRN: https://ssrn.com/abstract=2922176
- [2922176-039](https://wulfkaal.github.io/claims/2922176-039) [normative/argued] -- Regulators should nudge companies and their stakeholders toward recognizing the strategic and financial benefits of an unmediated and technology-based approach to corporate governance, rather than mandating further top-down reform.
  > Regulators should nudge both companies and their stakeholders into recognizing the benefits, both strategic and financial, of adopting an unmediated and technology-based approach to corporate governance.
  Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, The ‘Unmediated’ and ‘Tech-Driven’ Corporate Governance of Today's Winning Companies (2017). SSRN: https://ssrn.com/abstract=2922176
- [2939127-029](https://wulfkaal.github.io/claims/2939127-029) [predictive/argued] *(failure mode)* -- The legal disputes already generated by sharing platforms indicate that future blockchain enabled sharing services will not be accepted quickly or without resistance from incumbents whose service or product delivery is challenged.
  > The existing legal issues arising in the context of sharing platforms,83 demonstrate that future blockchain- enabled sharing services may not be accepted quickly and without resistance on the part of incumbents challenged by new ways of delivering a service or product.
  Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution (2017). SSRN: https://ssrn.com/abstract=2939127
- [2939127-034](https://wulfkaal.github.io/claims/2939127-034) [normative/argued] -- Law schools should educate lawyers who add value by helping clients and society adjust to the technological environment rather than lawyers who impose unnecessary or unwise restrictions on it, since such restrictions will not stop technological development anyway.
  > Law schools need to find ways to educate lawyers who can add value in helping clients and society adjust to our increasing technological environment rather than who will create unnecessary or unwise restrictions on it.
  Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution (2017). SSRN: https://ssrn.com/abstract=2939127
- [3067615-029](https://wulfkaal.github.io/claims/3067615-029) [failure/argued] *(failure mode)* -- The lack of a regulatory framework creates significant legal uncertainty in the ICO market, and because cryptocurrencies are censorship-resistant and arguably regulation-resistant by design, that uncertainty may sooner or later lead the Securities and Exchange Commission to declare ICOs illegal.
  > The lack of a regulatory framework creates significant legal uncertainty in the ICO market. Moreover, cryptocurrencies are censorship-resistant and arguably regulation-resistant by design,56
  Wulf A. Kaal, Marco Dell'Erba, Initial Coin Offerings Emerging Practices, Risk Factors, and Red Flags (2017). SSRN: https://ssrn.com/abstract=3067615

**2018**

- [3227933-004](https://wulfkaal.github.io/claims/3227933-004) [condition/argued] -- A disconnect is emerging between traditional regulatory models and the actual form of contemporary business organizations, so understanding the new organizational forms is a precondition for developing regulatory models suited to a digital age.
  > A tension or "disconnect" is emerging between traditional regulatory models and the form of contemporary business organizations. It, therefore, seems appropriate to deepen our understanding of these new organizational forms as a pre-condition to developing new regulatory models
  Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Why 'Blockchain' Will Disrupt Corporate Organizations (2018). SSRN: https://ssrn.com/abstract=3227933
- [3227933-005](https://wulfkaal.github.io/claims/3227933-005) [predictive/argued] -- The paper's central claims are that digital technologies have already disrupted centralized corporate organizations by enabling platforms, that this disruption will continue as blockchain based technologies proliferate, and that regulators must attend to these changes.
  > The central claims of the paper are (i) digital technologies have already disrupted centralized, hierarchical corporate organizations by facilitating "platforms;" (ii) this process of disruption will only continue as new blockchain-based technologies proliferate;
  Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Why 'Blockchain' Will Disrupt Corporate Organizations (2018). SSRN: https://ssrn.com/abstract=3227933
- [3227967-001](https://wulfkaal.github.io/claims/3227967-001) [mechanism/argued] -- The deep architecture of a digital world regulates behavior in many ways, and those regulatory effects cannot be seen or understood unless one examines the nature of the underlying code and how it operates.
  > The deep architecture of a digital world can regulate in a host of ways, ways that one cannot begin to see (or understand) unless you consider the nature of such code and how it operates.
  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
- [3227967-029](https://wulfkaal.github.io/claims/3227967-029) [normative/argued] -- Cybersecurity should not be addressed by introducing more law in books; law students should instead look for technology based solutions and at minimum acquire the knowledge needed to evaluate such solutions against the alternatives.
  > But instead of combatting "cybersecurity" with the introduction of "more law in books," law students should look for technology-based solutions. At the very least, they need to have the necessary knowledge to evaluate technology-based solutions and compare them with the alternatives.
  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
- [3266953-002](https://wulfkaal.github.io/claims/3266953-002) [failure/argued] *(failure mode)* -- Adding more regulations, processes and procedures cannot restore confidence in institutions, because the traditional trust and cohesion mechanisms have already reached their limits.
  > To restore confidence in the "old world", efforts have tended to focus on introducing and implementing more regulations, processes, and procedures. Yet, the traditional trust and cohesion mechanisms have reached their limits.
  Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper (2018). SSRN: https://ssrn.com/abstract=3266953

**2019**

- [3373393-035](https://wulfkaal.github.io/claims/3373393-035) [mechanism/argued] -- Because of the value to effort focus of work flows in the DAO structure, supervision of management and the imposition of legal duties on management are less needed, since there are fewer or no supervisors, so the fiduciary duties on which the traditional regulatory infrastructure relies become less necessary.
  > Because of the value to effort focus of work flows in the DAO structure, supervision of management and imposition of legal duties on management is less needed because there are fewer or no supervisors.
  Wulf A. Kaal, Blockchain Solutions for Agency Problems in Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3373393
- [3406323-028](https://wulfkaal.github.io/claims/3406323-028) [design/argued] -- Democratized banking is more responsive to regulation than centralized structures because ideas at the edge have greater opportunity to affect policy, unlike the existing global hierarchy in which a single group in Basel provides the dominant voice.
  > democratized banking is more responsive to regulation because ideas at the edge have a greater opportunity for affecting policy than centralized structures such as the existing global hierarchy which leads to a single group in Basel, Switzerland providing the dominant voice.
  Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323
- [3409548-021](https://wulfkaal.github.io/claims/3409548-021) [failure/argued] *(failure mode)* -- A fund constituted purely through smart contracts on the Ethereum blockchain may have no domicile, foreign or domestic, which makes jurisdiction over blockchain transactions a genuine problem for the funds that use the technology.
  > Some private investment funds may exist through the combination of smart contracts on the Ethereum blockchain.85 Such funds may not have a domicile either foreign or domestic.
  Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548
- [3409548-022](https://wulfkaal.github.io/claims/3409548-022) [condition/argued] -- Managers of funds that exist entirely in cyberspace cannot assume they are judgment proof; the practical consequence of operating across a global node network is exposure to more regulation, not less.
  > However, managers cannot assume that they are judgment-proof.
  Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548
- [3409548-040](https://wulfkaal.github.io/claims/3409548-040) [normative/asserted] -- Continued evolution and blockchain integration in the private investment fund industry depends on regulatory guidance, which the author identifies as essential rather than optional.
  > Regulatory guidance will be essential to ensuring the continuing evolution and blockchain integration for the private investment fund industry.
  Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548

**2021**

- [3782198-009](https://wulfkaal.github.io/claims/3782198-009) [condition/argued] -- The sharing economy requires a reframing of legacy legal regimes, because the legal frameworks regulating disrupted and adjacent industries are often incompatible with the trends the sharing economy generates.
  > The sharing economy necessitates a reframing of legacy legal regimes and frame- works. The legal frameworks that regulate disrupted and associated industries are of- ten incompatible with the emerging trends generated by the sharing economy.
  Craig Calcaterra, Wulf A. Kaal, Contemporary Decentralization (2021). SSRN: https://ssrn.com/abstract=3782198
- [3782198-027](https://wulfkaal.github.io/claims/3782198-027) [normative/argued] -- Contrary to the common engineering view that automated processes remove regulation, the purpose of smart contracts is to deliver much more fine grained regulation and more control, not less.
  > In fact, the purpose of smart contracts is to give much more fine-grained regulation, more control, not less.
  Craig Calcaterra, Wulf A. Kaal, Contemporary Decentralization (2021). SSRN: https://ssrn.com/abstract=3782198
- [3782198-030](https://wulfkaal.github.io/claims/3782198-030) [failure/argued] *(failure mode)* -- The GDPR's removal remedy cannot be enforced against a public blockchain: scrubbing private information would require more than half of the network's nodes to change their entire protocol and restart the chain, and would have to be repeated for every violating entry.
  > More than half of the network's nodes would be required to change their entire protocol to scrub the data and restart the blockchain. This would need to happen every time information was found on the blockchain which violated the GDPR.
  Craig Calcaterra, Wulf A. Kaal, Contemporary Decentralization (2021). SSRN: https://ssrn.com/abstract=3782198
- [3782201-029](https://wulfkaal.github.io/claims/3782201-029) [failure/argued] *(failure mode)* -- Regulatory approaches of the early 2020s largely undermined the evolution of decentralized technology, because decentralized solutions at their core negate external control, censorship, and oversight while the legal initiatives treated government control as indispensable.
  > Yet, decentralized technology solutions, at their core, negate external control, censorship, and oversight. Accordingly, the then-proposed approaches largely under- mined the evolution of decentralized technology.
  Craig Calcaterra, Wulf A. Kaal, Future of Decentralization (2021). SSRN: https://ssrn.com/abstract=3782201
- [3782216-022](https://wulfkaal.github.io/claims/3782216-022) [failure/argued] *(failure mode)* -- The code that constitutes a decentralized exchange can create new risks to market integrity, because automation removes the human backstop in compliance, back office and settlement.
  > The code may also create new risks to market integrity because of its automation and lack of a human backstop in compliance, back office, and settlement.
  Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
- [3782216-024](https://wulfkaal.github.io/claims/3782216-024) [failure/asserted] *(failure mode)* -- The antiregulation fervor that follows from the anarchist and libertarian philosophy of most Web3 developers is damaging the potential for widespread adoption of decentralized peer to peer tools.
  > The anarchist and libertarian philosophy that informs most WebT developers' public pronouncements has led to an antiregulation fervor that is damaging the po- tential for widespread adoption of decentralized P9P tools.
  Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
- [3782216-025](https://wulfkaal.github.io/claims/3782216-025) [failure/argued] *(failure mode)* -- Centralized securities bureaucracies are slow to update their regulations, so those regulations often hurt the very people they were designed to help.
  > However, these centralized bureaucracies are slow to update their regulations, which means these regulations often hurt the very people they were de- signed to help.
  Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
- [3782216-026](https://wulfkaal.github.io/claims/3782216-026) [condition/argued] *(failure mode)* -- It is not possible to create a centralized regulator like the SEC for the decentralized economy, because doing so would place a supranational market under competing jurisdictions with naturally contradictory regulations.
  > It is, however, not possible to create a centralized organization, such as the SEC, for regulating the decentralized economy. Submitting to such regulatory power would place the supranational decentralized market under competing jurisdictions which naturally have contradictory regulations.
  Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
- [3782216-038](https://wulfkaal.github.io/claims/3782216-038) [predictive/argued] -- Banning is the only control a centralized nation has over a decentralized network within its borders, and such bans pose no threat to the network's existence.
  > The only way a centralized nation can control a decentralized network within their borders is to ban it completely, like the PRC has for many blockchains. But that will pose no threat to their existence.
  Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
- [3782217-007](https://wulfkaal.github.io/claims/3782217-007) [failure/argued] *(failure mode)* -- Legislation is the wrong remedy for oracle exploitation, because the existence of an arbitrage opportunity means systems will evolve around whatever rules exist in order to exploit the advantage; the proper response is to engineer a better system.
  > But the very existence of this opportunity for arbitrage means systems will evolve around whatever rules exist to exploit the advantage. Instead of legislating, the proper response is to engineer a better system.
  Craig Calcaterra, Wulf A. Kaal, The Importance of History In Decentralization (2021). SSRN: https://ssrn.com/abstract=3782217
- [3808859-014](https://wulfkaal.github.io/claims/3808859-014) [failure/argued] *(failure mode)* -- The sharing economy outran its legal frameworks: the legal regimes governing the disrupted industries were often incompatible with the trends the sharing economy generated, forcing cities and municipalities into a proactive regulatory stance.
  > The legal frameworks that regulate disrupted and associated industries were often incompatible with the emerging trends generated by the sharing economy.
  Wulf A. Kaal, Decentralization – Why We Need Technology Infrastructure Upgrades (2021). SSRN: https://ssrn.com/abstract=3808859
- [3808867-022](https://wulfkaal.github.io/claims/3808867-022) [failure/argued] *(failure mode)* -- Regulating centralized technology conglomerates addresses only part of the problem, because even fully regulated conglomerates retain the power to set standards and norms for emerging technologies that government cannot effectively trace; microdemocratic decision making can set such standards outside their control metrics.
  > Even if fully regulated, centralized technology conglomerates still have the power to set standards and norms for emerging technologies that government cannot effectively trace.
  Wulf A. Kaal, How Decentralized Systems Can Upgrade AI (2021). SSRN: https://ssrn.com/abstract=3808867
- [3808873-023](https://wulfkaal.github.io/claims/3808873-023) [failure/argued] *(failure mode)* -- Government controlled regulation of the evolving digital asset space was perhaps the leading decentralization neutralizer of the early 2020s, as regulators sought to fit decentralized solutions into existing regulatory infrastructure and discussed but did not seriously consider carve outs and safe harbors.
  > In the early 2020s, government-controlled regulation of the evolving digital asset space was perhaps the leading decentralization neutralizer.
  Wulf A. Kaal, Decentralization Neutralizers (2021). SSRN: https://ssrn.com/abstract=3808873
- [3808873-024](https://wulfkaal.github.io/claims/3808873-024) [condition/argued] *(failure mode)* -- Because decentralized technology at its core negates external control, censorship and oversight, regulatory approaches premised on government control undermined the technology's evolution, and without the ability to experiment in a legally protected environment decentralized products could not evolve.
  > Accordingly, the then-proposed approaches largely undermined the decentralized technology evolution. Without the ability to experiment in a legally protected environment, decentralized products and technology could not evolve.
  Wulf A. Kaal, Decentralization Neutralizers (2021). SSRN: https://ssrn.com/abstract=3808873
- [3808873-027](https://wulfkaal.github.io/claims/3808873-027) [mechanism/argued] *(failure mode)* -- The regulation of government coins versus corporate coins versus people coins bifurcated the regulatory infrastructure for decentralized technologies, because government and corporate coins were able to develop and evolve with regulatory oversight while more decentralized issuers were not.
  > The regulation of government coins versus corporate coins versus people coins bifurcated the regulatory infrastructure for decentralized technologies. Government coins and corporate coins were able to develop and evolve with regulatory oversight.
  Wulf A. Kaal, Decentralization Neutralizers (2021). SSRN: https://ssrn.com/abstract=3808873

**2022**

- [4033886-011](https://wulfkaal.github.io/claims/4033886-011) [mechanism/argued] *(failure mode)* -- Cross exchange price gaps in crypto do not self correct because of frictions on the arbitrageur side: South Korean investors faced foreign exchange conversion costs and regulatory capital controls that made exploiting the Bithumb premium impractical.
  > It is unlikely any South Korean investor was able to take advantage of this opportunity because of the hurdles they would have to go through before being able to access the US exchange Coinbase.
  Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation (2022). SSRN: https://ssrn.com/abstract=4033886

**2023**

- [4529715-008](https://wulfkaal.github.io/claims/4529715-008) [mechanism/argued] *(failure mode)* -- The absence of clear regulatory direction from the SEC and state governments helps explain why many DAOs take minimal action to establish regulatory compliance within their organizations.
  > The nature of DAOs and the lack of clear regulatory direction from the SEC and state governments is relevant in analyzing these scores since many DAOs appear to take minimal action in establishing regulatory compliance within the organizations.
  Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis (2023). SSRN: https://ssrn.com/abstract=4529715
- [4529715-017](https://wulfkaal.github.io/claims/4529715-017) [failure/argued] *(failure mode)* -- DAOs without effective governance structures and policies risk violating local laws and regulations, exposing themselves to legal and regulatory consequences.
  > Furthermore, DAOs that do not have effective governance structures and policies may be at risk of violating local laws and regulations, which can lead to legal and regulatory consequences.
  Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis (2023). SSRN: https://ssrn.com/abstract=4529715

**2024**

- [4796714-005](https://wulfkaal.github.io/claims/4796714-005) [predictive/argued] -- Technology has historically outpaced regulation, and the exponential trends in AI development will continue to widen the mismatch between regulation and AI development.
  > Technology has historically outpaced regulation.3 The exponential trends in AI development will continue to exacerbate the mismatch between regulation and AI development.
  Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714
- [4900878-018](https://wulfkaal.github.io/claims/4900878-018) [failure/argued] *(failure mode)* -- Quantum based policies and regulations stall at implementation because the complexity and counterintuitive character of quantum concepts make them hard for policymakers and decision makers to apply, so the framework needs more accessible and intuitive formulations before it can guide policy.
  > The complexity and counterintuitive nature of quantum concepts may make it difficult for policymakers and decision-makers to effectively apply quantum economics principles in practice.
  Wulf A. Kaal, Quantum Economy and Tokenomics (2024). SSRN: https://ssrn.com/abstract=4900878
- [4900878-020](https://wulfkaal.github.io/claims/4900878-020) [failure/argued] *(failure mode)* -- The 2017 ICO wave democratized access to investment and spurred blockchain innovation, but the absence of regulatory oversight produced numerous fraudulent projects, which exposed the need for robust economic models and regulatory frameworks inside token ecosystems.
  > However, the lack of regulatory oversight also led to numerous fraudulent projects
  Wulf A. Kaal, Quantum Economy and Tokenomics (2024). SSRN: https://ssrn.com/abstract=4900878
- [4900880-025](https://wulfkaal.github.io/claims/4900880-025) [condition/argued] -- Whether automation actually displaces employment turns on more than technical feasibility: technology costs, labor market dynamics, economic benefits, and regulatory and social acceptance all condition the outcome.
  > The impact of automation on employment extends beyond technical feasibility, encompassing factors such as technology costs, labor market dynamics, economic benefits, and regulatory and social acceptance.
  Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
- [4900880-040](https://wulfkaal.github.io/claims/4900880-040) [failure/asserted] *(failure mode)* -- Decentralized finance and participatory governance models create their own problems, specifically unresolved regulatory frameworks and ethical considerations, so decentralization is not a costless substitute for existing institutional arrangements.
  > The rise of decentralized finance and participatory governance models also presents challenges in terms of regulatory frameworks and ethical considerations.
  Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
- [5254152-008](https://wulfkaal.github.io/claims/5254152-008) [failure/asserted] *(failure mode)* -- DAOs still face unresolved challenges of scalability, governance, and the need for robust security measures, which constrain their adoption despite their potential.
  > Despite their potential, DAOs face challenges such as scalability, governance issues, and the need for robust security measures.
  Wulf A. Kaal, DAO Market Meta Analysis 2024 (2024). SSRN: https://ssrn.com/abstract=5254152

**2025**

- [5454054-004](https://wulfkaal.github.io/claims/5454054-004) [condition/evidenced] -- The GENIUS Act of 2025 is what makes merchant-issued stablecoins viable, because it supplies the enabling conditions of 1:1 reserve backing, audits, and AML compliance.
  > the Guiding and Establishing National Innovation for U.S. Stablecoins (GENIUS) Act of 2025, signed into law in July 2025, enables merchant-issued stablecoins by mandating 1:1 reserve backing, audits, and AML compliance.
  Wulf A. Kaal, Liquid Equity Rewards (2025). SSRN: https://ssrn.com/abstract=5454054
- [5541658-024](https://wulfkaal.github.io/claims/5541658-024) [definitional/asserted] -- The EU AI Act classifies AI applications used in judicial proceedings as high risk because of their potential to affect fundamental rights such as due process and non-discrimination, and therefore subjects them to mandatory transparency, bias audits, and human oversight.
  > The Act classifies AI applications in judicial proceedings as "high-risk" due to their potential to impact fundamental rights, such as due process and non-discrimination.
  Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658
- [5541658-026](https://wulfkaal.github.io/claims/5541658-026) [failure/argued] *(failure mode)* -- Regulation of legal AI faces a two sided failure: strict regimes such as the EU AI Act may stifle innovation, while lenient approaches such as the United States risk leaving biases unchecked.
  > Strict regulations, like the EU AI Act, may stifle innovation, while lenient approaches, like in the U.S., risk unchecked biases.
  Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658
- [5541658-027](https://wulfkaal.github.io/claims/5541658-027) [failure/argued] *(failure mode)* -- Proposed regulatory remedies such as mandatory bias audits fail in practice because they lack clear implementation guidelines, which hinders their practical adoption.
  > Proposed frameworks, such as bias audits, lack clear implementation guidelines, hindering practical adoption.
  Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658
- [5541658-028](https://wulfkaal.github.io/claims/5541658-028) [design/asserted] -- Web3 systems offer significant improvements over conventional regulatory approaches to the challenges of governing AI in legal settings.
  > Web3 systems offer significant improvements in this context.
  Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658
- [5554218-027](https://wulfkaal.github.io/claims/5554218-027) [failure/argued] *(failure mode)* -- Persistent differences between jurisdictions that favor a permissive, innovation driven approach and those that prioritize strict control and consumer protection can produce regulatory arbitrage or uncertainty in cross-border situations.
  > differences remain, particularly between jurisdictions that favor a more permissive or innovation-driven approach and those that prioritize strict control and consumer protection. These differences can lead to regulatory arbitrage or uncertainty in cross-border situations
  Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era (2025). SSRN: https://ssrn.com/abstract=5554218

**2026**

- [6607458-025](https://wulfkaal.github.io/claims/6607458-025) [predictive/argued] *(failure mode)* -- Algorithmic collusion, the convergence of independently optimizing agents on jointly welfare-reducing strategies without explicit communication, is a first-order regulatory concern in markets populated by computative agents and its incidence is likely to expand as those agents enter more market domains.
  > Algorithmic collusion, the convergence of independently optimizing agents on jointly welfare-reducing strategies without explicit communication, is a first-order concern in markets populated by computative agents
  Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458

## Verify

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    curl -s https://wulfkaal.github.io/entities/regulation.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.