AI PCs are generating considerable buzz, but its supply chain remains skeptical about their potential to spark a widespread replacement cycle. The primary obstacles are the steep prices of AI PCs and the absence of a killer application. It’s more likely that incremental upgrades will boost AI PC adoption rather than consumers rushing to replace their existing devices.