Company: Super Micro Computer - Super Micro Computer (SMCI) has established a strong position in the AI server market by leveraging close relationships with Nvidia and AMD, allowing for quicker access to chips and faster prototyping of customized servers [5][6] - For the trailing 12 months, Supermicro reported $21.57 billion in revenue, nearly tripling its total from two years ago, although Q3 2025 net sales dropped to $4.6 billion from $5.68 billion in Q2 [6] - The company expects a rebound in Q4 with projected net sales between $5.6 billion and $6.4 billion, attributed to delayed customer orders [6] - Operating expenses surged to $293.4 million in Q3, a 34% increase from the previous year, while gross margins decreased to 9.6% from 15.5% [7] - Supermicro's modular rack systems provide a flexible solution for enterprises needing rapid deployment of AI infrastructure, potentially opening new growth channels [8][9] Company: Duolingo - Duolingo remains the world's most popular education app, reporting a 38% year-over-year revenue increase to $230.7 million in Q1 2025, with monthly active users rising to over 130 million [10][11] - The number of paid subscribers grew by 40% year-over-year to a record 10.3 million, with 7% of users opting for the premium Max subscription, indicating a willingness to pay for enhanced value [11] - Despite strong fundamentals, Duolingo's stock has faced challenges, dropping about 33% from May highs, with daily active users declining from 56% in February to 37% in June [12] - The education technology market is projected to grow to $348 billion by 2030, with the language learning market expected to reach $125 billion by 2034, suggesting significant growth potential for Duolingo [13][14] - Duolingo's position as the leading paid language-learning app positions it well to capitalize on market growth and convert more users into paid subscribers [14] Industry Outlook - Both Supermicro and Duolingo are positioned in expanding markets, with Supermicro providing essential infrastructure for the AI boom and Duolingo capitalizing on the growing demand for language learning [15]