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Empathetic AI: Putting Humans at the Heart of Machine learning

  • Unique Paper ID: 166415
  • Volume: 11
  • Issue: 2
  • PageNo: 581-586
  • Abstract:
  • -"Empathetic AI: Putting Humans at the Heart of Machine Learning" explores the intersection of artificial intelligence and human-centered design principles. In this era of rapid technological advancement, the need to prioritize human well-being and values in the development of AI systems has become increasingly evident. This paper delves into the concept of empathetic AI, which emphasizes understanding, empathy, and consideration for human needs, emotions, and experiences. Traditional approaches to machine learning often focus solely on optimizing algorithms for performance metrics without sufficient regard for their impact on human users. However, the shift towards empathetic AI seeks to bridge this gap by integrating human-centric methodologies throughout the AI development lifecycle. By adopting a holistic approach that encompasses diverse perspectives and values, empathetic AI aims to create systems that not only perform tasks efficiently but also enhance human lives in meaningful ways. Key components of empathetic AI include user-centered design, ethics, transparency, and accountability. By actively involving end-users in the design process and considering their feedback and preferences, AI systems can better align with human needs and preferences. Moreover, incorporating ethical considerations ensures that AI applications uphold principles of fairness, privacy, and social responsibility. Transparency and accountability mechanisms are essential for fostering trust between humans and AI systems. Providing users with insights into how AI algorithms make decisions and enabling them to provide feedback helps mitigate biases and unintended consequences. Additionally, establishing clear guidelines for responsible AI development and deployment promotes ethical behaviour and minimizes potential harm. In conclusion, "Empathetic AI: Putting Humans at the Heart of Machine Learning" advocates for a paradigm shift towards human-centered machine learning approaches. By prioritizing human well-being, values, and perspectives, empathetic AI has the potential to revolutionize how we design, deploy, and interact with AI systems in a more ethical, inclusive, and empathetic manner.
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  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 2
  • PageNo: 581-586

Empathetic AI: Putting Humans at the Heart of Machine learning

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Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

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