Is quantum computing the key to achieving an AGI?

AI Thread Summary
Advanced quantum computing is considered a potential key to achieving true artificial general intelligence (AGI) due to its ability to provide significant computational power that classical computing cannot match. However, the challenge of developing AGI is not merely a matter of computational resources; it lies in the fundamental lack of understanding of how to create AGI, even in principle. While quantum computers may enhance the speed of processes such as training machine learning models, they do not inherently resolve the limitations of machine learning in relation to AGI. The belief that AGI might "emerge" simply from scaling up systems is questioned, emphasizing that more than just increased size and speed is needed to achieve AGI.
ElliotSmith
Messages
167
Reaction score
104
TL;DR Summary
Is quantum computing the key to achieving the world's first true artificial general intelligence?
Is advanced quantum computing the key to achieving the world's first true artificial general intelligence? The astronomical amount of computing power required for an AGI is currently not possible with classical computing.
 
Computer science news on Phys.org
No.
The issue with AGI is not that it is an intractable problems; it is that we don't know how to do it even in principle.
Quantum computers will hopefully be able to provide a significant speedup when it comes to e.g. training; but unless one assumes that an AGI will "emerge" if one makes the system large enough they won't fundamentally change what ML can and cannot do with respect to an AGI.
 
This week, I saw a documentary done by the French called Les sacrifiés de l'IA, which was presented by a Canadian show Enquête. If you understand French I recommend it. Very eye-opening. I found a similar documentary in English called The Human Cost of AI: Data workers in the Global South. There is also an interview with Milagros Miceli (appearing in both documentaries) on Youtube: I also found a powerpoint presentation by the economist Uma Rani (appearing in the French documentary), AI...
I have been idly browsing what Apple have to offer with their new iPhone17. There is mention of 'Vapour cooling' to deal with the heat generated. Would that be the same sort of idea that was used in 'Heat Pipes' where water evaporated at the processor end and liquid water was returned from the cool end and back along a wick. At the extreme high power end, Vapour Phase Cooling has been used in multi-kW RF transmitters where (pure) water was pumped to the Anode / or alternative Collector and...
Back
Top