A computer that can think for itself presents a polarizing reality. Some see it as an all-encompassing solution, while others fear risks to security, whether it's for their job or their information. This is increasingly true in the world of nondestructive evaluation (NDE).

Radiographic testing (RT) techniques should be developed to achieve the highest image quality level achievable. 

All Nondestructive Evaluation (NDE) or examination methods comprise the following steps: the search for, and detection of the discontinuities, the indication or recording or signal–processing of those detected discontinuities, and the human interpretation of that indication, record or signal.

The effects of manufacturing process parameters on structural strength, durability and damage tolerance are not well understood.

While advancements in automation and technology have enabled efficient acquisition of large volumes of nondestructive examination (NDE) data, the advancements in the analysis of collected data have been largely stagnant.