Strategic Responsibility and Ethical Governance in the Age of Artificial Intelligence: A Comprehensive Report on Leadership, Liability, and Societal Impact

This report analyses the critical intersection of strategic leadership, ethical governance, and the integration of Artificial Intelligence into the global economy. It posits that the exponential growth of AI technologies has created a profound "trust deficit," where public scepticism and regulatory scrutiny challenge the social license of organisations to operate. The central thesis argues for the evolution of the traditional manager into a "research-based manager," a leader who moves beyond optimising efficiency—a task increasingly automated by AI—to provide essential human judgment in hypothesis generation, contextual interpretation, and ethical adjudication. Through a series of compelling case studies, the text illustrates that ethical conduct is not merely a compliance burden but a strategic asset with tangible costs and rewards. It contrasts the long-term value created by humanitarian investment (Merck's Mectizan donation) and systemic supply chain reform (Bayer's child labour program) with the severe financial and reputational damage incurred from regulatory non-compliance (Indigo Airlines) and aggressive negotiation tactics (Pfizer). The analysis extends to technical governance, advocating for the mandatory use of explainability frameworks like LIME and SHAP to demystify "black box" algorithms, the corporate assumption of liability for autonomous systems, and a shift towards explicit user consent for data collection. Ultimately, the report concludes that in an era threatened by AI-driven disinformation and systemic bias, sustainable leadership requires budgeting for the "cost of ethics" and embedding human-in-the-loop oversight to ensure that technological advancement serves societal well-being.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-14
DOI
https://doi.org/10.5281/zenodo.17929794
Primary Topic
Ethics and Social Impacts of AI
Type
article
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article

Strategic Responsibility and Ethical Governance in the Age of Artificial Intelligence: A Comprehensive Report on Leadership, Liability, and Societal Impact

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Strategic Responsibility and Ethical Governance in the Age of Artificial Intelligence: A Comprehensive Report on Leadership, Liability, and Societal Impact

article en

Abstract

This report analyses the critical intersection of strategic leadership, ethical governance, and the integration of Artificial Intelligence into the global economy. It posits that the exponential growth of AI technologies has created a profound "trust deficit," where public scepticism and regulatory scrutiny challenge the social license of organisations to operate. The central thesis argues for the evolution of the traditional manager into a "research-based manager," a leader who moves beyond optimising efficiency—a task increasingly automated by AI—to provide essential human judgment in hypothesis generation, contextual interpretation, and ethical adjudication. Through a series of compelling case studies, the text illustrates that ethical conduct is not merely a compliance burden but a strategic asset with tangible costs and rewards. It contrasts the long-term value created by humanitarian investment (Merck's Mectizan donation) and systemic supply chain reform (Bayer's child labour program) with the severe financial and reputational damage incurred from regulatory non-compliance (Indigo Airlines) and aggressive negotiation tactics (Pfizer). The analysis extends to technical governance, advocating for the mandatory use of explainability frameworks like LIME and SHAP to demystify "black box" algorithms, the corporate assumption of liability for autonomous systems, and a shift towards explicit user consent for data collection. Ultimately, the report concludes that in an era threatened by AI-driven disinformation and systemic bias, sustainable leadership requires budgeting for the "cost of ethics" and embedding human-in-the-loop oversight to ensure that technological advancement serves societal well-being.

Zenodo (CERN European Organization for Nuclear Research)
Kalinga University (IN), Swiss School of Public Health (CH)
Decent work and economic growth
Openalex Percentile: Top 31%
Ethics and Social Impacts of AI
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Strategic Responsibility and Ethical Governance in the Age of Artificial Intelligence: A Comprehensive Report on Leadership, Liability, and Societal Impact · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS