Equation 48 · AI Feeds on the Distance Between an Intention and an Outcome
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Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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Symbol G_tr
r is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
subscript
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What the article says around this equation
That rival predicts several concrete failures. First, will add no held-out predictive value once , , and are present. Second, different reasonable annotation panels will produce unstable rankings of tasks, so any apparent effect will depend on adjudicator taste. Third, the agent contours will be smooth functions of conventional difficulty rather than showing a stable gap-specific shape. Fourth, adding a tool will either help everywhere or merely duplicate one baseline feature. Fifth, tasks that move in G after redaction will not show a matching change in the proposed completion-class distribution when humans are asked what the request permits.
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