<ul data-eligibleForWebStory="false">AI, like GPT and BERT, raises language understanding questions sans grounding.Symbolic theories differ from deep learning as they stress embodiment over principles.Language's social emergence challenges AI to truly grasp and 'mean' like humans.Hybrid AI systems combining symbolic and statistical reasoning may bridge the gap.