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Experts disagree on when we might achieve AGI. Some estimate that it could happen in the next 20-50 years, while others suggest it may take longer. The key obstacle is *understanding human cognition deeply enough* to replicate it in machines, which involves not just sophisticated algorithms but advances in neuroscience, psychology, and ethics.
Currently, AI systems can perform certain tasks autonomously, such as driving cars or managing stock portfolios. However, these systems still lack the broader reasoning and emotional intelligence that humans possess, which is essential for true autonomy.
2. *What’s the Next Big Breakthrough in AI?*
The next big breakthrough in AI is likely to involve advances in several key areas:
- *Neural Networks and Deep Learning*: While neural networks have already made significant strides, further improvements in architecture, efficiency, and scalability could bring us closer to AGI. Techniques like *reinforcement learning*, where AI systems learn by trial and error, 1 reply
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