Commentary: ChatGPT is reconstituting existing language without any thought, free creation or metaphorical meaning of its own.
Recent advances in artificial intelligence have given rise to hyperbolic predictions of the decline of many human roles and professions.
In truth, ChatGPT and its siblings use advanced pattern recognition and a bank of millions of textual examples to mimic communication. Yet they lack the ability to understand the meaning and context of the language they produce. In many ways then, ChatGPT is much closer to a highly sophisticated auto-complete feature on your phone than an actual intelligence, though with vastly greater scale and complexity.
Second, this phrase also reminds us that a large amount of natural human language is symbolic and metaphorical. While poetry and literary metaphor are one part of this, everyday metaphor is a much larger phenomenon that allows us to communicate beyond the literal.
Similarly, the science of human learning has shown us that students learn not only through their abilities of reasoning, interpretation and creative expression — which ChatGPT lacks — but also with the help of teachers who engage them in a two-way dialogue accompanied by feedback that is adjusted to their understanding and overall needs. Here again, it is important to qualify what we mean by learning.
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