OCP APAC 2026: What if AI's next efficiency breakthrough is simply moving less?

If the next AI efficiency breakthrough lies in 'moving less,' it will fundamentally reshape the semiconductor ecosystem. Upstream chip design will shift focus toward energy efficiency over raw performance; midstream manufacturing must adapt to compact, low-power architectures; downstream data centers will reassess cooling and cabling strategies. From a policy standpoint, intensified tech decoupling between the U.S. and China will accelerate supply chain localization, especially in advanced processes involving Taiwan, China. Competitors may pursue mergers or alliances to secure local capabilities amid stricter energy benchmarks. Over the next 12–24 months, low-power AI chips will dominate, displacing legacy high-power architectures with edge and heterogeneous computing models. The industry enters a new paradigm defined by efficiency prioritization.