The Hidden Geometry of Attention: What Happens When Context Gets Too Long
Why models boasting two-million-token context windows behave very differently in high-concurrency production than they do in isolated single-user demonstrations.
Core Principle: Context length is not primarily a compute problem; it is a real-estate problem on high-bandwidth memory. Understanding KV-cache arithmetic prevents costly production outages.