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Equation 46 · How Fast Can a Horizon Learn Which Path You Took?

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Dirr(tc)D_{\rm irr}(t_c)

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DirrD_{\rm irr}

Symbol D_rm irr

monotone.

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tct_c

Symbol t_c

the become irrevocable at an intermediate cutoff.

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subscript

subscript

The lower label selects a particular version, component, or indexed member of the quantity. For example, x₀ and xₜ can be values at different positions.

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The program will not assume Dirr(tc)D_{\rm irr}(t_c) is monotone. Monotonicity may follow only when the admissible-control set shrinks consistently with time and the horizon subalgebras are nested in the required sense. If reopening grants a qualitatively new route at a later cutoff, a naïve implementation could violate the ordering. The paper must prove the conditions or report the nonmonotonicity as a definition failure.

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