Is quantum computing the key to achieving an AGI?

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SUMMARY

Quantum computing is not the definitive solution for achieving artificial general intelligence (AGI). The current limitations in AGI stem from a lack of understanding of the principles required to develop it, rather than computational power alone. While advanced quantum computing may enhance training processes, it will not fundamentally alter the capabilities of machine learning in relation to AGI. The discussion emphasizes that merely increasing system size will not guarantee the emergence of AGI.

PREREQUISITES
  • Understanding of artificial general intelligence (AGI)
  • Familiarity with quantum computing principles
  • Knowledge of machine learning (ML) techniques
  • Awareness of computational complexity challenges
NEXT STEPS
  • Research the principles of artificial general intelligence (AGI)
  • Explore quantum computing architectures and their applications
  • Study advanced machine learning algorithms and their limitations
  • Investigate computational complexity theory and its implications for AGI
USEFUL FOR

Researchers in artificial intelligence, quantum computing enthusiasts, and machine learning practitioners seeking to understand the intersection of these fields and their implications for AGI development.

ElliotSmith
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TL;DR
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.
 
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