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SubQ 1M-Preview Review: The First Subquadratic LLM, 12M Context, and Why Researchers Are Skeptical

1mo agoen
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SubQ 1M-Preview (Subquadratic, May 5, 2026) is the first commercial LLM built on a fully subquadratic architecture (SSA). 1M production context, 12M research context, 81.8% SWE-Bench Verified, linear O(n) scaling. $29M seed. OpenAI-compatible API. Researchers are demanding independent proof. Rating: 3/5.
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