Discussion
How many free parameters does a Boolean node with three Boolean parents need?
Answer: A
Three Boolean parents give 8 parent combinations, and each row needs one number because the complement is determined, so 8 free parameters rather than 16. Counting rows first and then halving each row is the reliable procedure, and it generalises directly to non-Boolean variables. Getting this arithmetic automatic is what lets you judge at a glance whether a proposed structure is elicitable from an expert or hopeless.
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