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but the meta-programming aspects you're mentioning here are either highly exaggerated, or significantly less impressive than you make them sound. I don't think
by kls 16y ago
but the meta-programming aspects you're mentioning here are either highly exaggerated, or significantly less impressive than you make them sound.
I don't think that I have exaggerated, the fact that currently AI systems are built by developers with a predetermined set of rules in not in dispute, those rules constrain what an AI system will generate this is analogies to the function of serotonin in the brain, it's level directly affects a factor of our state (happiness, empathy). Machine learning employs the same factor, basic here is serotonin (data) and here is the serotonin regulation mechanism (algorithm) but the machine learns (abuse drugs) to defeat the regulation mechanism, none the less it has to work within the constraints of the system, just as our minds have to work with the constrains of their biological functions. It works with in the constraints of the system to find ways to adapt the system. Whether this is impressive or not is subjective to the observer (I personally think it is). When contrasted to a biological level, it is pretty primitive reward logic is pretty low level when it comes to biology. None the less I think it is impressive.
I think when talking about AI a lot of people confuse consciousness with intelligence. While evidence suggest that intelligence is a prerequisite of consciousness the converse cannot be said. I think we have made great strides simulating the constructs of intelligence on a mechanical level. As for consciousness, we have to master the former before we will know how to tackle the latter. And when most people think about AI they think about the latter which sets a pretty high bar when measuring the state of the art.
- Dn_Ab 16y agoI agree. Consciousness is not required for intelligence. Before I read your post, I was going to write to mention as well that people's definition is not only extremely wide ranging - running the gamut from memorizing digits of pi or spitting out trivia to self awareness and introspection - but it is also inconsistent. Changing scope and form based on whether the entity in question is autistic or a machine. I muse that there is a race of AI type intelligences where genius is measure only in their ability to create moving works of arts and any fool can perform advanced mathematics and exceedingly complex computations involving a vast amount of variables.