Topic
Everything tagged “long context” across News, Learn, Research and Interviews.
The Million-Token Moment Has Arrived For years, the biggest constraint on enterprise AI was a simple one. You could not fit your data into the model. A 40-p...
In 2026 the million-token context window is an infrastructure problem, not a spec sheet feature. Sparse attention, Mixture-of-Experts, KV-cache optimization, positional encodings, and hybrid architectures determine whether long-context models actually scale in production.
A technical guide to extended LLM context windows in 2026, covering GQA, RoPE, sparse attention, the lost-in-the-middle problem, and when long-context beats RAG.