The script discusses independent filtering in RNA sequencing analysis using edgeR and DESeq2. It explains the importance of filtering out low read count genes to mitigate false positives in statistical tests. The video compares the methods of both tools, emphasizing the need for careful selection of CPM cut-offs to improve accuracy in results.