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Open-Source AI: An Approach to Responsible Artificial Intelligence Development
(İstanbul Bilgi Üniversitesi Yayınları, 2024-02-13) Bildirici, Fatih
ABSTRACT: This paper comprehensively addresses the risks, problems, and ethical issues for the responsible development of artificial intelligence (AI) technologies. Algorithmic biases, data privacy violations, security vulnerabilities, and lack of transparency in decision-making are significant barriers to AI’s ethical and responsible development and use. The potential of open-source AI development to effectively solve these problems is examined in detail. The paper highlights how open-source participation, development, and use can be strategic tools for reducing algorithmic bias and increasing system security. It also discusses the contributions of a community-based development approach towards making AI solutions more equitable and effective. This study highlights how open-source AI may contribute to an ethical and sustainable development process while increasing societal acceptance and effectiveness of the technology. It demonstrates the critical importance of this approach to the future of AI by addressing both technological innovation and societal values in a balanced manner.