#transformer-architecture — The Focus Digital

SEC.03 / LLM Research [01] 2026.07.29

An abstract visualization of a neural network with expanding context windows, showing data flowing through attention layers, dark background with blue and purple gradients

Long-Context LLMs in 2026: The Techniques Behind Larger Context Windows

From 4 million tokens on a single GPU to architectures that scale linearly instead of quadratically — the long-context problem is getting solved on two fronts at once.

#long-context#transformer-architecture

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