Why does Chunked Prefill matter for AI governance?

The technique is implemented in vLLM, TensorRT-LLM, and Text Generation Inference (TGI), often as a default in newer versions. Chunk size is a tunable parameter, typically 512 or 1024 tokens, balancing throughput against memory overhead. The pla