Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance with ethical auditability baked in

I remember the moment it clicked. I was hunched over a workbench in my home lab, staring at a tangled mess of silicone tentacles—a soft robotic octopus arm I’d 3D-printed and embedded with pneumatic c...