In celebration of my new logo, I've built a custom, midcentury-style dispenser that I can clip to the strap of my backpack ...

The innovation lies in its learning method. The model starts with noisy data and learns to clean it up, mapping it to scent labels like “citrus” or “woody.” It then builds a scent profile using ...