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The article addresses ethical challenges in open-source AI development in the Linux Bash environment, focusing on transparency, data privacy, bias mitigation, sustainability, and collaboration. It emphasizes the importance of clear documentation, secure coding, diverse data sets, algorithm audits, and energy efficiency to ensure AI advancements are equitable and sustainable.