
Working with AI with Matthew Scherer
Pondering AI
Beware the Mirage of Automation
No data set can truly be unbiased, making the de-biasing of AI systems a complex and inherently flawed endeavor. If humans struggle to measure and quantify certain tasks accurately, they should not rush to automate those tasks. The example of self-driving cars illustrates this point; while they can excel in many driving functions, they ultimately fall short, leading to potential accidents. Comparatively, the consequences of AI systems in HR may be less visible, such as job loss and missed opportunities, yet they can be equally impactful. This perception of harm awareness is crucial in addressing the risks associated with automating processes that are not fully understood or controlled.
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