6.5 Open Problems

In this section, we discuss several open problems related to the topic of LLM-based agents.

The debate over whether LLM-based agents represent a potential path to AGI.
6 Artificial
General Intelligence (AGI), also known as Strong AI, has long been the ultimate pursuit of humanity
in the field of artificial intelligence, often referenced or depicted in many science fiction novels and
films. There are various definitions of AGI, but here we refer to AGI as a type of artificial intelligence

6Note that the relevant debates are still ongoing, and the references here may include the latest viewpoints,

technical blogs, and literature.

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TheRiseandPotentialofLargeLanguageModel BasedAgents