MIT Tech Review AI
Friday, June 19, 2026
Will Douglas Heaven
A startup claims it broke through a bottleneck that’s holding back LLMs

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Miami-based AI startup Subquadratic came out of stealth mode last month with a huge claim.
It announced that it had solved a mathematical bottleneck that had been holding back large language models for almost a decade.
The details were thin, and many people were unconvinced.
But Subquadratic has ...
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