The document describes the concept of an artificial intelligence system called ai-oneTM that aims to mimic the human retina and brain. The ai-oneTM system includes a digital retina that processes image pixels to extract relevant information and reduce noise, similar to the human retina. It then sends abstracted information strings to the ai-oneTM holosemantic neural meshwork (HSNM) which contains processing areas that detect basic image elements and forms, eliminate competing interpretations, and build an internal database of shapes present in the image, mimicking human visual perception and thought processes.