#context window
Context Window: 2 AI articles covering context window news, analysis, and research
Articles
Context Windows Donโt Know Whatโs Still True โ I Built a Validity Layer That DoesNEWโญ9
A validity layer distinguishes agents that waste effort acting on stale context from those succeeding despite it. New benchmarks reveal size, not graph shape, d...
LongNovel: A Multi-Scale Benchmark for Hallucination Detection in Long-Context Novel Summarizationโญ7
LongNovel benchmark tests hallucination detection in long-context novel summarization across Chinese and English, revealing how error patterns shift with contex...