About Candidate

The failure is structural rather than a matter of operators being careless. Understanding why PBNs get sites penalized comes down to the arithmetic of profitability: a network only pays if the same process runs across many domains, and repetition at scale produces correlations that machine learning systems find efficiently. Once one site in a network is identified, the shared traits provide a map to the rest — which is how discoveries tend to arrive all at once rather than gradually.

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