Your question is Handling Context Window Limits. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you handle context window limitations when designing a long-form document processing system?
Explain a practical approach for processing documents that exceed a language model's maximum input length. Cover token-aware chunking, overlap or boundary handling, hierarchical processing, information loss, and how you would evaluate whether the final output remains faithful to the source.
