➀ Aggressive testing in chip manufacturing often leads to the discarding of marginally functional chips, causing waste.

➁ Traditional testing methods like PAT have limitations in detecting subtle defects.

➂ proteanTecs' outlier detection solution uses machine learning to enhance chip reliability and performance.