# What’s Economics Got to Do with It? Providing Theoretical Clarity on ELSA of AI

**Authors:** Mark Ryan, Vincent Blok

PMC · DOI: 10.1007/s11948-025-00564-x · Science and Engineering Ethics · 2025-11-14

## TL;DR

This paper explores how economics should be integrated into AI ethics research to better address the economic influences on responsible AI development.

## Contribution

It proposes integrating economics into the four ELSA features to guide responsible AI research.

## Key findings

- Economic aspects are under-researched in AI ethics despite significant industry investments.
- Integrating economics into ELSA features can improve responsible AI implementation.
- Current ELSA labs lack clarity on how to address economic dimensions.

## Abstract

While research in the ethics of artificial intelligence (AI) has grown recently, the relationship between AI’s ethical and economic dimensions is under-researched. This is surprising, given the considerable investments in AI by Big Tech companies (e.g., Microsoft, META and IBM) and their ambiguous role in today’s public debate on AI. After the second Trump election, this ambiguity has resulted in industry opposition to rules and regulations (e.g., disinvestments in moderation facilities at social media platforms and calls for deregulation). AI ethics must respond to the economic underpinnings of this situation.

While economics in AI ethics has also been seen in recent funding schemes (e.g., investment in 30 ethical, legal, and social (ELSA) labs), there is a ambiguity in how these AI ELSA labs should respond to economic aspects. This paper examines the role of economics in responsible AI research, using the case of the ELSA lab approach. The four features of ELSA (proximity, anticipation, interdisciplinarity, and interactivity) serve as a point of departure to demonstrate how economics can be integrated within the ELSA framework of AI. This paper proposes that economics should be integrated within these four ELSA features to implement responsible AI successfully.

## Full-text entities

- **Diseases:** AI (MESH:C538142), deaf (MESH:D003638), sickle-cell anaemia (MESH:D000755)
- **Chemicals:** Anticipate (-), water (MESH:D014867)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

27 references — full list in the complete paper: https://tomesphere.com/paper/PMC12618393/full.md

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Source: https://tomesphere.com/paper/PMC12618393