Puerto Rico casino chip historians tell us that complete inventories have been dumped in the Puerto Rico Trench; a body of water which is the deepest in all of the Caribbean Sea (...and deepest in Atlantic Ocean)... over 5-miles deep... and the second deepest area on earth...

I guess they didn't want anyone diving for them lke they do behind Las Vegas casinos in dumpsters.