- Rowland Chen, R. Dannenberg, B. Raj, Rita Singh. 2020. Artificial Creative Intelligence: Breaking the Imitation Barrier. Abstract: Not all knowledge is created equal. A hierarchical architecture is a method to classify knowledge for use in the field of human cognition and computational creativity. This paper introduces an Insight-Knowledge Object (IKO) model as a framework for Artificial Creative Intelligence (ACI), a step forward in the pursuit of replicating general human intelligence with computing machinery. To achieve ACI, it is hypothesized that a fundamental rethinking of the architecture of human cognition and knowledge processing is required. One possible novel architecture could be the IKO model. The authors include a description of on-going work at Carnegie Mellon University that applies the IKO model in practice with an artificial music improvisation embodiment.
