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Manufacturers are also experimenting with AI-driven burn-in optimization. Instead of a fixed 168 hours, future extra quality modules may be tested until a machine learning model predicts <0.1% remaining infant mortality risk—potentially reducing lead times while maintaining or even improving reliability.

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A: Technically yes, but not recommended. The different thermal masses and expansion coefficients can create mechanical stress during temperature cycling. Design all positions on a PCB for the same quality tier. The different thermal masses and expansion coefficients can

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