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This is not because of capitalization, but because database search engines treat short words as "stop words", they are just not included into the search indexes by default.

Both Postgresql and MySQL can configured to avoid this behavior. In MySQL there is a numeric parameter for the max length of the stopword. In postgres there are more options, please look in the database documentation.