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The video tutorial explains that the internal SQL Server name is based on the physical server name. Changing the physical server name does not automatically update the metadata within SQL Server. To update the SQL Server system metadata, log in to SQL Server using SSMS, execute SQL commands, and restart the SQL Server service for the changes to take effect. Thank you for watching and stay tuned for more videos.