I wonder what would happen if we purposely start polluting the training data? It may be too late for older technology but technology is always changing. If this

I wonder what would happen if we purposely start polluting the training data? It may be too late for older technology but technology is always changing. If this is a way for me to protect my job and increase my value I actually consider doing this.