@inproceedings{inproceedings, title = {{Safety-Gated LLM Manipulation on a Collaborative Robot: A Reproducible Simulation-to-Hardware Framework}}, publisher = {{IEEE}}, url = {{https://doi.org/10.1109/miprorobotics70521.2026.11761968 }}, year = {{2026}}, month = {{1}}, author = {{Al-Shammary J and Noaman MN and Aitken J and Ward RA}}, doi = {{10.1109/miprorobotics70521.2026.11761968}}, journal = {{2026 MIPRO Robotics Technologies and Applications Conference (MIPRO Robotics)}}, pages = {{19-24}}, note = {{Accessed on 2026/11/14}}}