There's apparently a bug of long standing with OS X's DHCP service that causes this. Hence the static address workaround (I think I tried this and it worked - but generally I connect to a wifi router rather than OS X Internet Sharing).
Unfortunately it seems all of Apple's developers are working on iOS now so we may never see a fix for the DHCP issue.
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