Researchers analyzed high-gain rows in gated feed-forward networks across text and genomic foundation models, finding that structural prominence acts as an enrichment signal rather than a measure of functional criticality or causal organization. This study has implications for the development and deployment of AI models, particularly those with gated-FFN structures.