As AI systems become increasingly woven into our daily lives, the need for robust AI ethics frameworks becomes paramount. The potential for algorithmic unfairness – stemming from limited data or unconscious design choices – necessitates a serious examination of how we develop and implement these powerful tools. Establishing defined lines of lia

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