A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence
L. Blum, M. Blum
Engineering May 1, 2023 DOI: 10.1016/j.eng.2023.03.010 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper Peer reviewed |
|---|---|
| Key points | Proposes that the Conscious Turing Machine, a simple theoretical model, can serve as a framework for understanding consciousness and as a guide for developing Artificial General Intelligence. |
Abstract
We have defined the Conscious Turing Machine (CTM) for the purpose of investigating a Theoretical Computer Science (TCS) approach to consciousness. For this, we have hewn to the TCS demand for simplicity and understandability. The CTM is consequently and intentionally a simple machine. It is not a model of the brain, though its design has greatly benefited - and continues to benefit - from neuroscience and psychology. The CTM is a model of and for consciousness. Although it is developed to understand consciousness, the CTM offers a thoughtful and novel guide to the creation of an Artificial General Intelligence (AGI) . For example, the CTM has an enormous number of powerful processors, some with specialized expertise, others unspecialized but poised to develop an expertise. For whatever problem must be dealt with, the CTM has an excellent way to utilize those processors that have the required knowledge, ability, and time to work on the problem, even if it is not aware of which ones these may be.
Citations in the library
Cited by 3
- The case for neurons: a no-go theorem for consciousness on a chip. Neuroscience of Consciousness December 26, 2024
- Is artificial consciousness achievable? Lessons from the human brain. Neural Networks December 1, 2024
- The Role of Consciousness in Coupling Emotions, Motivations, and Behaviors Brain Sciences June 5, 2024
Cites 3
- A theory of consciousness from a theoretical computer science perspective: Insights from the Conscious Turing Machine Proceedings of the National Academy of Sciences July 29, 2021
- Conscious Processing and the Global Neuronal Workspace Hypothesis. Neuron March 1, 2020
- Experimental and theoretical approaches to conscious processing. Neuron April 28, 2011