Teradyne (TER) jumped 20% after Q2 results beat expectations, driven by strengthening AI Compute demand, HBM test wins, and improved visibility into second-half growth. However, overall revenue and EPS remain down YoY, and execution risk remains high as gains rely heavily on lumpy AI-related orders.