Desafíos actuales de la Inteligencia Artificial

204 Desafíos actuales de la Inteligencia Artificial technologies. This section introduces the proposed framework—the SusAD—and outlines its components, methodology for implementation, and benefits. SusAD is a comprehensive visualization tool designed to capture and represent the mul- tifaceted impacts of AI technologies. It provides a structured approach to mapping out the effects of AI systems across various dimensions, including operational, social, ethical, and en- vironmental aspects. The SusAD framework is built on the premise that effective visualization can enhance understanding, facilitate informed decision-making, and improve stakeholder communication. 3.1.Components of the SusAD The SusAD consists of two primary components: sustainability dimensions and temporal levels of impact. These components work together to provide a comprehensive framework for understanding and managing the effects of AI technologies. 3.1.1. Sustainability Dimensions The SusAD is structured as an adapted radar chart divided into five equal parts, each representing one of the sustainability dimensions: individual, social, economic, technical, and environmental (Penzenstadler and Femmer 2013). Individual Dimension : This dimension considers the impact of technologies on per- sonal freedom, agency, human dignity, and fulfillment. It includes the ability of individuals to thrive, exercise their rights, and develop freely. Technologies can enhance personal experi- ences and quality of life but may also pose risks to privacy, autonomy, and mental well-being. For AI, this dimension examines how AI systems influence individual autonomy, privacy, and personal development. For example, AI-driven personalized recommendations can en- hance user satisfaction, but invasive data collection practices might compromise privacy and individual agency. Social Dimension : This dimension examines the relationships between individuals and groups, focusing on mutual trust, communication, and the balance of conflicting interests within a social system. Technologies can facilitate social interactions and enhance community building, but they can also lead to social fragmentation, digital divides, and erosion of trust. With AI, this dimension explores the impact of AI systems on social dynamics and com- munity structures. AI-powered social media platforms can connect people globally, fostering community bonds, but they can also contribute to misinformation, polarization, and social isolation. Economic Dimension : This dimension looks at the financial aspects and business val- ue generated by technologies, including capital growth, liquidity, investment, and financial