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Last updated: June 19, 2026, 8:30 AM ET

Architectural Innovations

Miami-based startup Subquadratic emerged from stealth claiming a solution to the primary mathematical bottleneck currently hindering large language model efficiency. By optimizing sequence processing, the firm aims to surpass the scaling limitations inherent in standard transformer architectures.