Why we can only observe chromosome loss - not increase in chromosome numbers?

As you said, the duplication in itself wouldn’t add much but it provides a lot of new material to play around with at no detriment to the organism. Here’s a nice example from drosophila where duplication events led to novel expressions through exon shuffling (@aarceng) :

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