Equation 6 · Part 4 · Context Window Size Versus What a Frontier Model Can Actually Recall From It
Symbol W
What this part means
W appears in the objective or constraint used by the optimization on the right.
Its job in the formula
W appears in the objective or constraint used by the optimization on the right.
Full expression→Symbol W→Article meaning
The passage around this formula
Put the documentation and the independent benchmarks side by side and a pattern emerges that is more informative than any single score. Formalise the distinction the whole comparison rests on: let W be the context window a vendor documents for a given model, a fixed engineering figure set by attention implementation, position encoding, and what the serving stack supports. Let S(n) be some benchmark’s measured accuracy at input length n W , and the same benchmark’s accuracy at a short…
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Sources cited in the article section
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