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RichardKennaway comments on When is further research needed? - Less Wrong
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For instance, someone is providing you with information about where the princess is... but they secretly prefer that you be eaten rather than wed another!
It is explicit in the hypotheses that you know how reliable your observations are, i.e. you know P_c(u|o).