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In this talk,we mainly discuss some new advances concerning the Johnson-Schechtman inequalities in the setting of freely independent random variables,noncommutative martingales and in the setting of noncommutative random variables independent in the sense of Junge-Xu.These are some joint works with Fedor Sukochev,Guangheng Xie,Dmitriy Zanin and Dejian Zhou.