Taiwan Semiconductor Manufacturing Company reported record quarterly revenue of $28.7 billion for the second quarter of 2026, beating analyst estimates by 8 percent, driven by surging demand for artificial intelligence accelerators. CEO C.C. Wei attributed 42 percent of total revenue to AI-related chips, up from 28 percent a year earlier, during the company earnings call on August 28. The figure underscores the speed at which AI workloads are reshaping the semiconductor industry and its global supply chain dynamics across multiple continents. "AI is the defining growth driver for the next decade," Wei told analysts. "We are seeing demand across every segment, from cloud hyperscalers to edge computing devices and automotive applications." ## Record Capital Expenditure Planned The company announced a $32 billion capital expenditure plan for 2027, the largest in semiconductor history, to expand advanced packaging capacity for its CoWoS technology used in AI processors. The investment exceeds TSMC entire 2026 capex budget of $26 billion by 23 percent. The expansion will add three new CoWoS packaging lines in Taichung and one in Kaohsiung, increasing monthly capacity to 60,000 wafers by Q4 2027. Current capacity stands at approximately 35,000 wafers per month, a level that has constrained deliveries to customers including Nvidia, AMD, and Broadcom for over a year. "CoWoS capacity has been the binding constraint on AI chip supply since early 2025," said Stacy Rasgon, a senior analyst at Bernstein Research. "TSMC is investing aggressively to close the gap, but demand continues to outpace supply significantly." ## Technology Roadmap Advances TSMC confirmed that its 2-nanometer process, branded N2, will enter mass production in the second half of 2027. The node uses gate-all-around transistor architecture, which provides 25 percent speed improvement and 30 percent power reduction compared with the current 3-nanometer generation. Apple, TSMC largest customer by revenue, has committed to using N2 for its next-generation M5 processors, according to supply chain sources familiar with the matter. Qualcomm and MediaTek have also signed agreements for N2 production allocations at the new facility. The company reported net income of $11.2 billion for the quarter, up 45 percent year-over-year. Gross margin reached 55.8 percent, its highest level since 2022, reflecting the premium pricing power TSMC commands for advanced process nodes in the AI era. ## Geopolitical Risks Persist TSMC faces ongoing geopolitical pressure from both the United States and China. The company is building a second fabrication facility in Arizona, expected to produce 3-nanometer chips starting in 2027, at a cost of $40 billion. Meanwhile, China military exercises near Taiwan have raised concerns about supply chain stability. "The semiconductor industry is concentrated in ways that create systemic risk," said Morris Chang, TSMC founder, at a technology conference in Hsinchu. "Diversification is necessary, but it takes a decade to build a Fab ecosystem from scratch." Analysts at Morgan Stanley raised their 12-month price target for TSMC to NT$1,450 from NT$1,200, citing the AI-driven demand trajectory and pricing power. The stock has risen 67 percent year-to-date, making it the best-performing major semiconductor company globally in 2026.