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   "text": "The methodological assumptions of incomplete contract theory improve the analysis of executive compensation arrangements relative to the classical and spot contract models normally used.",
   "abstract": "The methodological assumptions of incomplete contract theory can improve the analysis of executive compensation arrangements.",
   "citation": "Wulf A. Kaal, Contingent Capital in Executive Compensation (2012). SSRN: https://ssrn.com/abstract=2097160",
   "datePublished": "2012",
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   "text": "Analyzing executive compensation as a single contract between an executive agent and a corporate principal fails, because it ignores the informal relational element of the principal agent relationship that often overshadows the legal terms of the agreement.",
   "abstract": "Using a model for the analysis of executive contracts that is based on the single contract between the executive–agent and corporation–principal would ignore the informal relational element of this principal– agent relationship.",
   "citation": "Wulf A. Kaal, Contingent Capital in Executive Compensation (2012). SSRN: https://ssrn.com/abstract=2097160",
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   "text": "Control rights in executive compensation contracts cannot sufficiently constrain ex post opportunism by executives, because of incomplete information, information asymmetry, bounded rationality, limited foresight, and transaction costs.",
   "abstract": "bounded rationality of contracting parties, the parties' limited cognition and foresight, and transaction costs, control rights in executive compensation contracts cannot account sufficiently for ex post opportunism of agents.",
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   "text": "Opportunistic behavior, transaction costs, and bounded rationality undermine comprehensive contracting, so contracting parties do not specify all of their respective obligations ex-ante because anticipating all contingencies is too costly.",
   "abstract": "Because it is too costly for contracting parties to anticipate all contingencies and to agree to necessary contract adaptations in advance (Williamson 1985), the contracting parties in the incomplete contract model do not specify all of their respective obligations under the contract ex-ante.",
   "citation": "Wulf A. Kaal, Evolution of Law Dynamic Regulation in a New Institutional Economics Framework (2013). SSRN: https://ssrn.com/abstract=2267560",
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   "text": "Contractual incompleteness can be lowered through dynamic processes within the rulemaking process, because dynamic elements improve the availability, timeliness, and quality of information via the feedback process.",
   "abstract": "This paper suggests that contractual incompleteness can be lowered through dynamic processes within the rulemaking process in the incomplete contract model. Through the feedback process, dynamic elements help to improve the availability, timeliness, and quality of information.",
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   "text": "The learning process in incomplete contract theory can be improved because experimentation with different rules, rule revision, and additional rulemaking create significant transaction costs, and postponing rulemaking until sufficient information is available may not always be possible or desirable.",
   "abstract": "Experimentation with different rules, rule revision, and additional rulemaking create significant transaction costs8 and postponing rulemaking until sufficient information is available may not always be possible or desirable.",
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   "text": "Contracting parties need to postpone the specification of obligations only if the feedback process in the dynamic framework did not generate sufficient information; where sufficient information is available, contractual incompleteness can be lowered.",
   "abstract": "Contracting parties in the incomplete contract model only postpone the specification of obligations if the feedback process in the dynamic framework did not generate sufficient information.",
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   "text": "Parties in the incomplete contract model cannot adapt to unforeseen contingencies because they cannot specify ex-ante how those contingencies will be met, and transactions may be foregone or become too expensive if participants cannot rely on efficient and equitable adaptation.",
   "abstract": "At the same time, parties in the incomplete contract model cannot adapt to unforeseen contingencies because they cannot specify ex-ante how those contingencies will be met (Kreps 1990, 93).",
   "citation": "Wulf A. Kaal, Evolution of Law Dynamic Regulation in a New Institutional Economics Framework (2013). SSRN: https://ssrn.com/abstract=2267560",
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   "text": "Dynamic regulation takes issue with the broad scope of contractual incompleteness and delayed decision-making assumed by the incomplete contract model, contesting the view that such incompleteness and delay are always necessary.",
   "abstract": "By expanding Kreps's model of organizational culture and applying it to the rulemaking process, dynamic regulation also takes issue with the broad scope of contractual incompleteness and delayed decision-making in the incomplete contract model.",
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   "text": "The broad scope for contractual incompleteness and delayed decision-making stipulated by the incomplete contract model are necessary only if the feedback effect did not produce sufficient information for rulemaking.",
   "abstract": "The broad scope for contractual incompleteness and delayed decision- making as stipulated by the incomplete contract model are necessary only if the feedback effect did not produce sufficient information for rulemaking.",
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   "text": "Because dynamic regulation supplies information ex-ante via a feedback process before rules are finalized, certainty for involved parties is not affected ex-post after rules become effective, so contractual incompleteness is lowered while certainty in rulemaking is maintained.",
   "abstract": "Because the information is provided ex-ante via a feedback process, the certainty for all involved parties is not affected ex-post after rules became effective.",
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   "text": "Under incomplete contract theory the rulemaking process is itself a learning process, and incomplete contracts are the instrument that carries that learning.",
   "abstract": "According to incomplete con- tract theory, the rulemaking process is a learning process facilitated by in- complete contracts17.",
   "citation": "Kaal, Dynamic Regulation via Governmental Contracts (2014)",
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   "text": "A core tenet of incomplete contract theory, that rulemakers should act only when sufficient information becomes available, is often politically, economically, and practically undesirable or impossible.",
   "abstract": "a core tenet of incomplete contract theory – rulemakers should act when sufficient information becomes available – is often political- ly, economically, and practically undesirable or impossible",
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   "text": "Because a governmental contract is executed only after wrongdoing has been identified and assessed, the parties can contract for governance improvements with relative precision, which reduces the amount of institution specific experimentation required and its transaction costs.",
   "abstract": "The assessment of corporate wrongdoing enables the parties to contract for governance im- provements with relative precision, allowing for less overall institution- specific experimentation and lower associated transaction costs.",
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   "text": "Feedback processes associated with governmental contracts lower contractual incompleteness, because they raise the availability, timeliness, and quality of information while lowering the cost of contracting.",
   "abstract": "Feedback processes associated with governmental contracts can lower contractual incompleteness because the feedback processes increase the degree of availability, timeliness, and quality of information and lower the cost of contracting.",
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   "text": "Problems with smart contracts are inevitable because of subjectivity in human relationships, bounded rationality of coders and contracting parties, incomplete foresight, incomplete information, and opportunistic behavior.",
   "abstract": "Problems with smart contracts are inevitable because of the subjectivity in human relationship, bounded rationality of coders and contracting parties, incomplete foresight, incomplete information, and opportunistic behavior.",
   "citation": "Wulf A. Kaal, Craig Calcaterra, Crypto Transaction Dispute Resolution (2017). SSRN: https://ssrn.com/abstract=2992962",
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   "text": "Because of bounded rationality, incomplete foresight, and information asymmetries, it is impossible for principals to contract for every possible action or inaction of the agent so as to induce the agent to act in the principal's best interests.",
   "abstract": "it is impossible for principals to contract for every possible action or inaction of the agent in order to induce the agent to act in the best interests of the principal.",
   "citation": "Wulf A. Kaal, Blockchain Solutions for Agency Problems in Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3373393",
   "datePublished": "2019",
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   "text": "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.",
   "abstract": "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.",
   "citation": "Wulf A. Kaal, Decentralized Commerce – A Primer on Why Decentralized Reputation Verification Systems Are Needed (2019). SSRN: https://ssrn.com/abstract=3405401",
   "datePublished": "2019",
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   "text": "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.",
   "abstract": "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.",
   "citation": "Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323",
   "datePublished": "2019",
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   "text": "Unlike corporate governance systems, the decentralized nexus of incomplete smart contracts has no supply of majoritarian default rules to fill its gaps, and corporate law's default rules are largely incompatible because they are based on natural language.",
   "abstract": "Unlike existing corporate governance systems, however, the decentralized nexus of incomplete smart contracts does not have a supply of majoritarian default rules that could fill incomplete code-based smart contracts.",
   "citation": "Wulf A. Kaal, Blockchain-Based Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3441904",
   "datePublished": "2019",
   "claim_type": "failure",
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   "text": "Because of human shortcomings, bounded rationality, incomplete foresight, and information asymmetries, it is impossible for principals to contract for every possible action or inaction of the agent so as to induce the agent to act in the principal's best interest.",
   "abstract": "bounded rationality, incomplete foresight, and information asymmetries between principal and agent,7 it is impossible for principals to contract for every possible action or inaction of the agent in order to induce the agent to act in the best interest of the principal.",
   "citation": "Wulf A. Kaal, Decentralization and Feedback Effects (2021). SSRN: https://ssrn.com/abstract=3808852",
   "datePublished": "2021",
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   "confidence": "evidenced",
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   "@type": "Claim",
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   "text": "Where human contracts remain radically incomplete because parties cannot specify responses to all future states, AI2AI agents generate, evaluate and execute functionally complete contingent plans across vast state spaces in real time.",
   "abstract": "Where human contracts remain radically incomplete because the parties cannot specify responses to all future states, AI2AI agents generate, evaluate, and execute functionally complete contingent plans across vast state spaces in real time",
   "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
   "datePublished": "2025",
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   "@type": "Claim",
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   "identifier": "kaal:claim:5886442-017",
   "text": "When hyper rational agents can write and execute complete state contingent contracts at negligible cost, the Williamsonian justification for hierarchical governance evaporates.",
   "abstract": "hyper-rational agents can write and execute complete state-contingent contracts at negligible cost, the Williamsonian justification for hierarchical governance evaporates",
   "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
   "datePublished": "2025",
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   "@type": "Claim",
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   "identifier": "kaal:claim:6269518-005",
   "text": "No static citation protocol can eliminate all arbitrage opportunities for sufficiently patient and powerful actors, a conclusion the author draws from Arrow's Impossibility Theorem, the Folk Theorems of repeated games, and incomplete contract theory.",
   "abstract": "Arrow's Impossibility Theorem, the Folk Theorems of repeated game theory, and the theory of incomplete contracts all counsel that no static citation protocol can eliminate all arbitrage opportunities for sufficiently patient and powerful actors.6",
   "citation": "Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518",
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  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6269518-009",
   "identifier": "kaal:claim:6269518-009",
   "text": "The citation matrix functions as an implicit contract specifying value distribution whose precise terms cannot be determined with the precision the mathematical framework demands, which is an instance of the incomplete contract problem identified by New Institutional Economics.",
   "abstract": "The citation matrix C functions as an implicit contract specifying value distribution, yet the precise terms of this contract—the exact citation weights—cannot be determined with the precision the mathematical framework demands",
   "citation": "Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "bounded rationality and incomplete information among contracting parties"
   ],
   "source_pdf_sha256": "f096ecf5b41bb9ae8642facd54b9149c7b594de53a1cc32718a4d806b772f88f",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6269518-010",
   "identifier": "kaal:claim:6269518-010",
   "text": "Citation weights should be treated as approximate signals of attribution rather than precise measurements, and the governance system must be designed to function robustly under that inherent imprecision.",
   "abstract": "Citation weights, similarly, should be understood as approximate signals of attribution rather than precise measurements, and the governance system must be designed to function robustly under this inherent imprecision.",
   "citation": "Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518",
   "datePublished": "2026",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "citation weights cannot be specified precisely ex ante"
   ],
   "source_pdf_sha256": "f096ecf5b41bb9ae8642facd54b9149c7b594de53a1cc32718a4d806b772f88f",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6269518-031",
   "identifier": "kaal:claim:6269518-031",
   "text": "An evolutionary approach to citation standards is essential because the precise parameters of citation accuracy cannot be specified ex ante: what counts as adequate citation varies across expertise domains, evolves as domain knowledge accumulates, and must adapt as agents develop novel gaming strategies.",
   "abstract": "the precise parameters of citation accuracy cannot be specified ex ante.28 What constitutes \"adequate\" citation will vary across expertise domains, will evolve as domain knowledge accumulates, and will need to adapt as agents develop novel gaming strategies.",
   "citation": "Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518",
   "datePublished": "2026",
   "claim_type": "condition",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "multiple expertise domains with differing citation norms",
    "agents actively develop new gaming strategies"
   ],
   "source_pdf_sha256": "f096ecf5b41bb9ae8642facd54b9149c7b594de53a1cc32718a4d806b772f88f",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6421319-017",
   "identifier": "kaal:claim:6421319-017",
   "text": "The Williamsonian justification for hierarchical governance evaporates when hyper rational agents can write and execute complete state contingent contracts at negligible cost, because the firm was an institutional response to the scarcity of human cognition.",
   "abstract": "When hyper-rational agents can write and execute complete state-contingent contracts at negligible cost, the Williamsonian justification for hierarchical governance evaporates.",
   "citation": "Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319",
   "datePublished": "2026",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "conditional on unbounded machine rationality and negligible contracting cost"
   ],
   "source_pdf_sha256": "0f4f68e56ee48bb8b2d73d3ab7fd96fa572e76c195694ffa740360704c1b172d",
   "status": "current"
  }
 ],
 "description": "28 claims in the published works of Wulf A. Kaal carry the concept tag 'incomplete-contracts'. Derived node: a roster, not an adjudicated definition."
}