Taiwan’s IC design firms remain optimistic about the long-term trajectory of artificial intelligence (AI), but their outlook for the second half of 2025 has turned markedly cautious. Despite strong expectations around new AI products, near-term uncertainty, driven by tariffs, geopolitics, and macroeconomic volatility, is clouding what was once seen as a pivotal year for edge AI adoption.