The 404 log records instances where visitors attempt to access non-existent pages, crucial for identifying broken links and user behavior. While clearing the log can free up disk space and simplify troubleshooting, it risks losing valuable historical data essential for long-term analysis and SEO audits. Backup before clearing is essential.