It kind of feels criminal to do time-series analysis with multimodel models and not use any traditional numerical models to provide a baseline result. It's an interesting result though.
I would also be interested how the llm's would hold up to the free-fall interrupt that's built in to some consumer grade IMU's (BMA253 for instance), anyone here with experience in this usecase?