Higher-order representation in AI

Higher-order representations are those that are about other representations. Humans and some other animals form higher-order mental representations concerning representations in our own minds, through the operation of processes of metacognition and introspection. These have been linked with a wide range of mental capacities and attributes, including consciousness. Recent research on large language models (LLMs) has explored their knowledge of their own ‘minds’, sometimes suggesting that these mo