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Equation 22 · Part 4 · A Chatbot Confessed to Being Built by a Company That Never Trained It

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Tc=Iˉc−I01−I0T_c=\frac{\bar I_c-I_0}{1-I_0}
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What this part means

The expressions on both sides represent the same quantity under the stated assumptions.

Its job in the formula

The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.

The passage around this formula

Define the channel-attributable transfer rate for exposure class c∈\in\{V,H\} as TcT_c=Iˉc−I01−I0\frac{\bar I_c-I_0}{1-I_0} . This is a direct borrowing from the attributable-risk fraction used in outbreak epidemiology, where it measures what share of disease in an exposed group would disappear if the exposure were removed; here it measures what share of a model’s trait incidence would disappear if its exposure to the source artifact were removed, holding everything else about the model constant. TcT_c=0 means the exposed class shows the trait no more often than baseline: no signal. TcT_c=1 means every trait-negative case in the exposed class would have been positive under full exposure: the strongest…

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Learn the underlying idea

An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.

Open the illustrated equality: what the equals sign claims guide →

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