A startup claims it broke through a bottleneck that’s holding back LLMs

A startup says it cracked the bottleneck holding back AI

Subquadratic's sparse attention cuts long-context costs 99% ($8 vs $2,600) and runs 56x faster, per Appen validation. Efficient models enable enterprise AI agent deployments with drastically lower infrastructure costs and energy consumption.