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Equation 45 · Part 2 · AI Feeds on the Distance Between an Intention and an Outcome

Symbol gamma_1

logit⁡Pr⁡(Yimtr=1)=baseline+γ1Gtr+γ2Gtrlog⁡(1+ht).\operatorname{logit}\Pr(Y_{imtr}=1)=\text{baseline}+ \gamma_1G_{tr}+\gamma_2G_{tr}\log(1+h_t).
γ1\gamma_1

What this part means

gamma1a_1 is one of the signed contributions combined to compute the quantity on the left.

Its job in the formula

gamma1a_1 is one of the signed contributions combined to compute the quantity on the left.

The passage around this formula

…a graph of agents. The transfer scoreboard withholds whole task families or repositories, then asks which model better predicts the outcome from the descriptions and annotations already frozen. A positive in-sample γ1\gamma_1 is not a result; a redaction variable is almost designed to correlate with difficulty. Only lower held-out error and better calibration earn the claim that it carries an independent signal.

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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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Sources cited in the article section

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