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

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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