Steps Towards Differentiable and Scalable Physics Analyses at the LHC Talk at the Argonne lunch seminar series on December 8th, 2020 Viewable online here Example code runnable on Binder: Acknowledgments Matthew Feickert is supported in part by IRIS-HEP