A hypothesis-driven responsible AI framework for interpretable ESG forecasting with RuleFit

Abstract The systematic integration of artificial intelligence (AI) within business practices and corporate governance has made Responsible AI (RAI) an absolute subset of corporate social responsibility. This research formulates a framework that integrates Responsible AI principles with hypothesis-d...

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Principais autores:	Tufail Muhammad, Rubab Hafeez, Waqas Bin Khidmat, Mehtab Afzal, Fazeel Abid, Harun Elkiran, Ahmet Gurhanli, Jawad Rasheed
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2026-04-01
Colecção:	Scientific Reports
Assuntos:	Responsible AI RuleFit Ensemble learning Corporate governance
Acesso em linha:	https://doi.org/10.1038/s41598-026-47870-3
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