how do you know those bias mitigation techniques are not skewed by bias? and if you verified it/came up with it yourself, how do you know you are not skewed by

how do you know those bias mitigation techniques are not skewed by bias? and if you verified it/came up with it yourself, how do you know you are not skewed by your own bias?