Price and Dowe argue that causalcounterfactuals require a notion of intervention, and interventions on future causes of past effects are incoherent under standard agency theories.
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intervention(Used within manipulability theories of causation)
An action or event I on a variable X that breaks the causal connection between X and its causes while leaving other causal mechanisms intact, or that does not affect Y via a causal route that does not go through X.