Recent studies from Google and Facebook independently reported that in their large-scale server facilities, certain instructions were executed by specific CPU cores incorrectly. In a large server fleet, these errors often go undetected and hence are termed "silent". In this work, we investigate how individual defects within a device, when combined with background aging, can manifest as a critical fault in a logic path and potentially lead to corrupt execution errors in a multi-core system.