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#generative ai Open access Sep 2026

Beyond Deterministic Design: Engineering Education for AI-Enabled Heterogeneous Systems

This constructive position paper proposes the “vibe-designer”—a new professional paradigm that strategically compresses the traditional middle phase of the engineering curriculum to focus on high-level specification, adversarial evaluation, and systemic contextualization.

Ilya Levin, A. Gero · 0 citations