Natural Language Cognitive Architecture: A Prototype Artificial General Intelligence

Deep neural networks have enabled a new generation of flexible machine learning models. These new models can solve tough problems and perform moral and ethical evaluations. On their own, these models can employ reasoning and logic, but they have no long-term memory, and no organization. The models need structure, a framework to handle memory, tasks, and organization.

Enter the Natural Language Cognitive Architecture. Natural language, spoken and written by all humans, is the primary way that...