Turns out it was cancelled for mainly other reasons. Quoting [1]: "By late 2015, the Marines had put the LS3 into storage because of limitations with the robot including loud noise, challenges in repairing it if it breaks, and how to integrate it into a traditional Marine patrol"
[1] https://en.wikipedia.org/wiki/Legged_Squad_Support_System