Context Windows in Cloud Still Face a Fundamental Scaling Challenge

Originally published on lavkesh.com I recall the excitement a year ago when models could hold a million tokens in context. That's about 750,000 words or ten average novels sitting in a single prompt. The demos were impressive, and researchers posted benchmarks, but soon teams realized that having a