Logical Modalities within the European AI Act: An Analysis
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Abstract (arXiv)
The paper presents a comprehensive analysis of the European AI Act in terms of its logical modalities, with the aim of preparing its formal representation, for example, within the logic-pluralistic Knowledge Engineering Framework and Methodology (LogiKEy). LogiKEy develops computational tools for normative reasoning based on formal methods, employing Higher-Order Logic (HOL) as a unifying meta-logic to integrate diverse logics through shallow semantic embeddings. This integration is facilitated by Isabelle/HOL, a proof assistant tool equipped with several automated theorem provers. The modalities within the AI Act and the logics suitable for their representation are discussed. For a selection of these logics, embeddings in HOL are created, which are then used to encode sample paragraphs. Initial experiments evaluate the suitability of these embeddings for automated reasoning, and highlight key challenges on the way to more robust reasoning capabilities.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 3 of its 41 references that are in the map. First posted on arXiv 31 Jan 2025.
Builds on
3 of 41 references.
References · 3
- 2023Normative Conditional Reasoning as a Fragment of HOLcited by 3
- 2019A Neutral Temporal Deontic STIT Logiccited by 2
- 2018First Experiments with a Flexible Infrastructure for Normative Reasoningcited by 1
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Citing papers per year: 2025: 1.
1 paper.
- 2025Faithful Logic Embeddings in HOL -- Deep and Shallowcited by 3
- 2025Faithful Logic Embeddings in HOL -- Deep and Shallow26 Feb 2025
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