Subquadratic launches with $29M to bring 12M-token context windows to AI
$29M. That's what Subquadratic just raised to ship 12M-token context windows — a 6x jump over Claude's current limit.

Why it matters
A well-funded startup is solving one of the highest-ROI problems in LLMs: context window scaling without quadratic compute costs. This matters because context is becoming the new moat—whoever can cheaply handle documents, codebases, and knowledge bases at scale wins.
The key facts
6 to knowSeed funding: $29M
Model name: SubQ
Context window: 12M tokens
Architecture innovation: subquadratic (reduces compute scaling relative to context size)
Launch date: May 5, 2026
Company stage: Series A/Seed launch
Go to the source
SiliconAnglesiliconangle.com
Publisher excerpt: Subquadratic, a company developing a novel generative artificial intelligence model, launched today with $29 million in seed funding. The new large language model, dubbed SubQ, uses what the company calls a subquadratic architecture that greatly increases the context window — how much information…