I own a Look 481SL dating from about 2004 which has carbon tubes bonded into aluminum alloy lugs. Lovely bike to ride, very compliant and comfortable. I also have a Look 595 which has carbon tubes bonded into carbon lugs. This bike is a bit lighter and stiffer while still being very comfortable to ride. The advantage of lugged construction is that the tubes are easier to shape internally.