Equation 14 · The Bandwidth of Culture: Transmission Fidelity to 2100
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Symbol rho_t
rh is part of the quantity the equation computes from the expression on the right.
Symbol rho_m
the fidelity of a machine-mediated re-emission — empirically lower per the tail-collapse result above —.
Symbol s_t
the share of newly circulating content, at time t , that is machine-generated rather than human-originated.
=
The expressions on both sides represent the same quantity under the stated assumptions.
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subscript
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What the article says around this equation
is the net machine-mediated contribution: positive where model-assisted re-emission genuinely helps a human originator reach or refine an audience they could not otherwise reach, negative where it substitutes synthetic recombination for content that would otherwise have required, and thereby preserved, a human transmission chain. The mechanism Shumailov and colleagues describe operates by pulling itself down as the share of machine-mediated content in what gets re-ingested rises: . where is ordinary human-to-human transmission fidelity, is the fidelity of a machine-mediated re-emission — empirically lower per the tail-collapse result above — and…
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is the net machine-mediated contribution: positive where model-assisted re-emission genuinely helps a human originator reach or refine an audience they could not otherwise reach, negative where it substitutes synthetic recombination for content that would otherwise have required, and thereby preserved, a human transmission chain. The mechanism Shumailov and colleagues describe operates by pulling itself down as the share of machine-mediated content in what gets re-ingested rises: . where is ordinary human-to-human transmission fidelity, is the fidelity of a machine-mediated re-emission — empirically lower per the tail-collapse result above — and is the share of newly circulating content, at time t , that is machine-generated rather than human-originated. This decomposition does one useful piece of work: it turns “will culture’s transmission fidelity fall this century” into the answerable, if still hard, empirical question of how moves, and it is that question the scenarios below are actually scenarios about.
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