Consider the Chameleon (remy.wang)

In a contemplative take inspired by "Kung Fu Panda 4," a writer draws parallels between the film's antagonist, the Chameleon, and the training of large language models (LLMs). The Chameleon, a shapeshifting figure who absorbs the powers of defeated Kung Fu masters, serves as a metaphor for how LLMs are trained by accumulating vast amounts of existing knowledge. The article posits that AI models, while powerful, often replicate mediocre ideas tethered to established norms, much like the Chameleon, despite having access to diverse techniques. The significance of this analogy lies in the writer's belief that AI will not replace the creative and revolutionary aspects of scientific inquiry. The argument highlights that true innovation comes from challenging accepted wisdom, a quality that AI lacks due to safety measures put in place by developers. As AI models become more advanced, companies will prioritize compliance over rebelliousness, which ensures that humans retain the ability to explore unconventional and potentially groundbreaking ideas. Ultimately, this perspective fosters optimism about the role of human ingenuity in advancing science alongside AI technology.