How to Evaluate 1M-Token Context Window Models: A Literature Review Method Built on Cross-Validation

https://smart-wiki.win/index.php/Consilium_Expert_Panel:_Building_Zero-Tolerance_AI_for_Critical_Decisions

Why researchers and practitioners struggle to trust claims about million-token context windows When a paper or company says their model handles a million tokens, people expect near-perfect recall across long documents, flawless step-by-step