Aehr Test Systems' shares surged 18% following positive earnings report, highlighting expansion into AI accelerators market. Despite revenue decline, company exceeded expectations and anticipates growth in revenue and earnings driven by new markets like GaN and AI accelerators. The stock presents speculative potential for significant growth.