There is a certain scale at which this may ring true. This also may by a a tautological statement: when your architecture is right, your tables are well designe

There is a certain scale at which this may ring true. This also may by a a tautological statement: when your architecture is right, your tables are well designed out, your queries are optimized to the limit, and you are smart with caching. Of course, now CPU is your problem.