Agents in the Long Game of AI: Computational Cognitive Modeling for Trustworthy, Hybrid AI

Three experts offer a novel approach to hybrid AI—which combines machine learning with knowledge-based processing—aimed at developing trustworthy agent collaborators.

The vast majority of current AI relies wholly on machine learning (ML). However, the past thirty years of effort in this paradigm have shown that, despite the many things that machine learning can achieve, it is not an all-purpose solution to building human-like intelligent systems. One hope for overcoming this limitation is hy...