As artificial intelligence becomes deeply embedded in social structures

traditional ethical paradigms are facing unprecedented challenges. This study explores the ethical dilemmas of the AI era through the integration of philosophical and psychological perspectives combining philosophy and psychology

using real-world cases to reconstruct theoretical frameworks. Drawing on Marx's theory of technological alienation

Kant's deontological ethics

Heidegger's concept of technological "enframing

" and the emotional projection mechanisms in cognitive psychology

a multidimensional analytical framework is introduced for AI ethical analysis. the results indicate that AI not only creates ethical uncertainties in areas such as decision-making accountability

emotional attachment

and cognitive formation

but also shakes the very foundation of human subjectivity. To address these issues

this paper recommends a three-pronged approach—ethical reconstruction

psychological intervention

and institutional coordination—to reorient technological rationality toward human-centered values. This work offers conceptual insights and actionable guidance for the future development of AI ethical governance.