Will Mayner
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wgpm.bsky.social
Will Mayner
@wgpm.bsky.social
neuroscience · scientific computing
Dissociating Artificial Intelligence from Artificial Consciousness arxiv.org/abs/2412.04571
Dissociating Artificial Intelligence from Artificial Consciousness
Developments in machine learning and computing power suggest that artificial general intelligence is within reach. This raises the question of artificial consciousness: if a computer were to be functi...
arxiv.org
January 9, 2025 at 3:09 PM
Thanks to all the folks in the lab who contributed in countless discussions :)

I also want to call out two other recent preprints from our lab:
January 9, 2025 at 3:09 PM
Matching measures the degree to which the environment triggers rich & varied experiences in the substrate. Matching should be high in a system that has adapted to that environment (if it can support consciousness to begin with).
January 9, 2025 at 3:09 PM
– We introduce a measure of what we call the 'matching' between a substrate of consciousness and an environment
January 9, 2025 at 3:09 PM
– We elaborate the implications on IIT for concepts of meaning, reference, and representation, and the connection between these concepts and evolution, development, and learning
January 9, 2025 at 3:09 PM
… i.e., nothing external to the substrate directly figures into the explanation. This uses our framework for 'actual causation' (www.mdpi.com/1099-4300/21...).
What Caused What? A Quantitative Account of Actual Causation Using Dynamical Causal Networks
Actual causation is concerned with the question: “What caused what?” Consider a transition between two states within a system of interacting elements, such as an artificial neural network, or a biolog...
www.mdpi.com
January 9, 2025 at 3:09 PM
In the paper:

– We develop a measure of the extent to which external stimuli trigger conscious percepts. This is important for IIT, because IIT accounts for phenomenal consciousness as determined by the intrinsic cause-effect powers of the substrate …
What Caused What? A Quantitative Account of Actual Causation Using Dynamical Causal Networks
Actual causation is concerned with the question: “What caused what?” Consider a transition between two states within a system of interacting elements, such as an artificial neural network, or a biolog...
www.mdpi.com
January 9, 2025 at 3:09 PM
– How does all of this connect to evolution, development, & learning?

– How does our account contrast with those that invoke the language of information processing / encoding to characterize perception?
January 9, 2025 at 3:09 PM
– What is the relationship between phenomenal experiences and stimuli that trigger them, i.e., how does perception fit in to IIT?

– What does IIT have to say about meaning, and what does this imply for the concepts of reference & representation in IIT?
January 9, 2025 at 3:09 PM