The Hidden Costs of Context Window Bloat: Why Bigger Isn’t Always Better in Production LLMs

The race for larger context windows has become one of the loudest signals in modern AI. Every few weeks, a new model arrives advertising 1M, 2M, or even 4M tokens of context — and engineering teams of