The Context Problem in Artificial Intelligence

Despite the many wondrous uses of artificial intelligence (AI), examples of "fragile" AI are increasingly common. Facial recognition systems make serious errors when presented With images of people of color. Large-language models spew out fluent text that on closer inspection makes little sense. Adversaries successfully confuse AI systems by corrupting sensor data. Automatic missile defense systems have sometimes mistaken commercial aircraft for enemy warplanes.