Nope it wasn't rooted.
In tablet logs, I can see that it fails to obtain an IP address:
D/ConnectivityService( 287): ConnectivityChange for WIFI: CONNECTING/OBTAINING_IPADDR
D/WifiStateMachine( 287): DHCP request started
D/HierarchicalStateMachine( 287): handleMessage: X
D/WpsStateMachine(...