The Quest for Clarity: Are Interpretable Neural Networks the Future of Ethical AI?

Will mechanistic interpretability overcome the limitations of post-hoc explanations?

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Developing Artificial Intelligence (AI) systems that adhere to ethical standards presents important challenges. Although many guidelines exist for building trustworthy AI, they often…