"Of course much depends on how well the first generation of electronic neuromorphic chips perform. Photonic neural nets will have to offer significant advantages to be widely adopted and will therefore require much more detailed characterization." Inspection tools that can rapidly iterate, be optimized for changing processes, and generate consistent results across a new supply chain,  are a significant contributor to the reliability and success of a first generation product.