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

MIT Technology Review · 2026-06-19 Cached

Miami-based startup Subquadratic claims its new SubQ model solves the quadratic attention bottleneck, making LLMs faster and cheaper. Independent tests from Appen back up many of the claims, though skepticism remains.

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#subq

@no_stp_on_snek: https://subq.mildlyconcerning.com

X AI KOLs Timeline · 2026-05-26 Cached

This article critically analyzes the claims and timeline of the subQ long-context AI technique, highlighting discrepancies and walkbacks from the original announcement.

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#subq

@alex_whedon: Hey, folks! We have been blown away by the response to SubQ and the SSA breakthrough over the last 48 hours. It is awes…

X AI KOLs Following · 2026-05-07

The creator of SubQ announces an overwhelming response to the SSA breakthrough, with plans to release a model card with additional data and third-party validation next week.

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