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Equation 44 · Part 1 · A Chatbot Confessed to Being Built by a Company That Never Trained It

Symbol M_H

MH\mathcal{M}_H
MH\mathcal{M}_H

What this part means

MHM_H is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Its job in the formula

MHM_H is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

The passage around this formula

…models: ten fine-tuned directly on a seeded source’s outputs ( MV\mathcal{M}_V ), ten exposed only to a scaffold template and a handful of the source’s outputs recirculated through an unrelated synthetic-data pipeline ( MH\mathcal{M}_H ), and ten trained on the same task distribution with no contact with the source at all ( M∅\mathcal{M}_\varnothing ), each tested against a k=200 -probe battery for one seeded, low-prior trait. Suppose I0I_0=0.03 , a 3 percent spontaneous rate, and IˉV\bar I_V=0.61 , IˉH\bar I_H=0.22 . Then…

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Sources cited in the article section

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