From Production Line to Cloud: OpenAI Joins the Open Source Camp, Breaking Industrial AI's 'Black Box'

Last autumn, standing next to the SMT line at Foxconn in Longhua, Shenzhen, an engineering lead responsible for AOI (Automated Optical Inspection) sighed while pointing at the false positive rate curve on the screen: "This algorithm is a closed box from the supplier; even parameter tuning requires approval. Switching to a new product model drops yield for two weeks." He wasn't talking about an isolated case. In manufacturing, many AI quality inspection models are "black boxes"—they provide interfaces but not weights, so production lines can't fine-tune based on actual materials, lighting, or temperature. I thought then that if these AI giants ever decided to "open up" their models for modification, factory yield improvements could speed up by at least double.