From Observation to Understanding For decades, surveillance cameras have acted as silent witnesses, capturing vast amounts of video but without any real comprehension of what unfolded before them. They could register shapes, movement, and light, yet the meaning behind those patterns—intent, context, or risk—remained invisible. Human operators were left to sift through overwhelming streams of…

