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 "identifier": "kaal:entity:calibration",
 "name": "Calibration",
 "termCode": "calibration",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2061166-023",
   "identifier": "kaal:claim:2061166-023",
   "text": "The authors contend that the European Commission's suggested floor of 4 to 19 percent of risk-weighted assets in pre-qualified bail-inable debt under the targeted approach is unrealistically high.",
   "abstract": "The Commission suggests that the pre-qualified amount of debt could include a fixed minimum for all institutions between 4 and 19 per cent of risk-weighted assets.470 Although these numbers seem unrealistically high",
   "citation": "Christoph K. Henkel, Wulf A. Kaal, Contingent Capital in European Union Bank Restructuring (2012). SSRN: https://ssrn.com/abstract=2061166",
   "datePublished": "2012",
   "claim_type": "empirical",
   "confidence": "argued",
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   "scope_conditions": [
    "targeted approach in the DG Internal Market working document"
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2061166-027",
   "identifier": "kaal:claim:2061166-027",
   "text": "Efficient calibration of the triggering event is the central design problem for contingent capital, and the optimal design of a trigger that converts debt into equity remains unclear.",
   "abstract": "The efficient calibration of triggering events is central to the design of contingent capital. The optimal design for a trigger event that converts debt into equity is unclear.",
   "citation": "Christoph K. Henkel, Wulf A. Kaal, Contingent Capital in European Union Bank Restructuring (2012). SSRN: https://ssrn.com/abstract=2061166",
   "datePublished": "2012",
   "claim_type": "design",
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6244278-036",
   "identifier": "kaal:claim:6244278-036",
   "text": "What emerges in Phase I is not identity, ethics, or stewardship but the internalization of cost: for the first time an AI agent's future is shaped by the quality of its past, and its behavioral signature is calibration.",
   "abstract": "What emerges in Phase I is not yet identity, ethics, or stewardship. It is something more primitive but equally essential: the internalization of cost. For the first time, an AI agent's future is shaped by the quality of its past.",
   "citation": "Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "requires staking of non-transferable reputation with slashing on failure"
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   "status": "current"
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6607458-013",
   "identifier": "kaal:claim:6607458-013",
   "text": "Possibility-space quality is captured by four functionals, coverage, precision, robustness, and calibration, and value in Computative Economics derives from their composite rather than from any single dimension.",
   "abstract": "Calibration measures the alignment between the generation function's internal quality estimates and verified external performance. Value in Computative Economics derives from the composite of these dimensions rather than from any single one.",
   "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
   "datePublished": "2026",
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 "description": "4 claims in the published works of Wulf A. Kaal carry the concept tag 'calibration'. Derived node: a roster, not an adjudicated definition."
}