Page 55 - AI & Machine Learning for Beginners: A Guided Workbook
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Chapter 5


                   Risks, Ethics & The Future



         As AI continues to evolve, it presents both incredible opportunities
         and critical ethical challenges. This chapter examines the
         complexities of bias in AI systems, privacy concerns, and the
         increasing risks of misinformation in the digital era. You'll reflect
         on how AI is transforming jobs, participate in a comfort-level
         rating activity on data privacy, and engage in a personal opinion
         prompt about AI regulation. Understanding AI’s potential risks is
         just as crucial as recognizing its benefits—shaping a future where
         AI is developed and used responsibly.


            Job transformation reflections








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            Personal opinion prompt on AI regulation








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         ☐ ________________________________________________________________________
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         Bias in AI Systems


         AI systems can inherit biases from their training data, potentially
         leading to unfair or discriminatory outcomes.




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