As artificial intelligence (AI) systems strain existing computing infrastructure, a new generation of startups is emerging to address fundamental hardware limitations. At Computex Taipei 2025, four companies showcased early-stage technologies targeting specific bottlenecks, though significant technical and commercial hurdles remain.