NLP & LLMs
Long-Context LLMs in 2026: How Model Architectures Scale to Millions of Tokens
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.