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Definitional alignment before capability alignment: a Design-Science framework for adjudicating claims about AGI

arXiv 2606.12713 ↗First posted 10 Jun 2026cs.AIcited by 0

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Abstract (arXiv)

Claims that artificial general intelligence has already arrived and claims that it remains decades away are often defended from overlapping evidence. "AGI" lacks a single shared and stable referent and competing operationalizations can return different verdicts on the same system. This article treats that under-specification as a design and governance problem. Following Design Science Research Methodology, it develops DAF-AGI, a second-order conceptual artifact with two coupled components: five ordinal criteria for assessing the adjudicative fitness of candidate definitions and a structured governance audit of authorship, interest, certification, external verification and revision authority. The artifact is demonstrated on five prominent measurement families and one deflationary boundary position in a documented corpus and then stress-tested against a stylized strong arrival claim: that current generative systems constitute AGI because they outperform a well-educated adult on many cognitive tasks. On evidence from the cited 2024-2025 sources, the claim was certifiable only under a performance-based operationalization; capability-ontology, psychometric and skill-acquisition approaches did not certify it, the economic family remains indeterminate and the deflationary position refuses binary adjudication. The contribution is a novel integration and operationalization, not an empirical validation: independent application, inter-rater testing and author-external cases remain necessary. The paper further proposes definitional sovereignty as an enabling component of algorithmic sovereignty: the institutional capacity to contest, certify and revise imported technological categories under public accountability.

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References · 7

  1. 2023Sparks of Artificial General Intelligence: Early experiments with GPT-4cited by 2,579
  2. 2025ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systemscited by 171
  3. 2025Artificial Intelligence Index Report 2025cited by 58
  4. 2024Thousands of AI Authors on the Future of AIcited by 48
  5. 2025A Definition of AGIcited by 25
  6. 2024Unsocial Intelligence: an Investigation of the Assumptions of AGI Discoursecited by 5
  7. 2026ARC Prize 2025: Technical Reportcited by 4

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