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Equation 2 · Part 1 · How Benchmark Contamination Actually Works in Agentic Evaluation

Symbol s_capability

scapabilitys_{\text{capability}}
scapabilitys_{\text{capability}}

What this part means

the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class.

Its job in the formula

scs_capability is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Where the article explains it

scapabilitys_{\text{capability}} is the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class.

The passage around this formula

scapabilitys_{\text{capability}} is the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class. Δleak\Delta_{\text{leak}} is inflation from the environment itself disclosing the solution — through its history, its documentation, or a…

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Learn the underlying idea

A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.

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