Source review in progress

Context Engineering & Long-Context Architecture

Million-token context windows, needle-in-a-haystack retrieval, prompt caching, and attention sink dynamics

This brief is being checked against individual publications, benchmarks and methods. Its earlier generated source list and confidence labels did not meet the publication standard. The topic remains available here while the evidence is reviewed.