Literally, the ONLY reason to go tubeless is to be able to run lower pressures. They wont be lighter. I run tubeless now, and I love it. I can run 25 psi and have no problems, which I do on a regular basis.
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2008 Cannondale System Six
2016 Pivot Mach 5.5