XAI Tool Economics: The Cost Structure of Explanation Generation

April 29, 2026Open Access

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Key Points

This research aims to analyze the economic factors influencing the cost structure of explanation generation in explainable artificial intelligence (XAI) tools.
Conducted an economic analysis of XAI tools focusing on explanation generation costs.
Evaluated various algorithms used for generating explanations.
Assessed decision-making impacts related to cost-effectiveness of different XAI tools.
Identified key factors contributing to the costs of explanation generation.
Showed that certain algorithms significantly reduce the economic burden of generating explanations.
Highlighted the importance of understanding these costs for better decision-making in XAI tool adoption.

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Research article analyzes the cost structure of explanation generation in XAI tools, highlighting implications for economic efficiency.

Research article: XAI Tool Economics: The Cost Structure of Explanation Generation

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Oleh Ivchenko (2026) studied this question.

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