How Model Choice, Context Windows, and Routing Shape Real-World AI Reliability (A Systems-Level Deconstruction)

As a Principal Systems Engineer charged with integrating large language systems into production, the most useful question is rarely "what does this model do?" and instead becomes "how does this model interact with the rest of the stack under realisti...