The Emergent Symbolic Structure of Artificial Neural Networks
- View PDF HTML (experimental) Abstract:Modern systems in artificial intelligence (AI) somehow excel in domains for which they seem poorly suited.
- Intelligence has traditionally been modeled as operating over structured combinations of symbols, such as logical formulas.
- However, the strongest modern AI systems are based on neural networks, which instead represent information in continuous vectors.
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- View PDF HTML (experimental) Abstract:Modern systems in artificial intelligence (AI) somehow excel in domains for which they seem poorly suited.
- Intelligence has traditionally been modeled as operating over structured combinations of symbols, such as logical formulas.
- However, the strongest modern AI systems are based on neural networks, which instead represent information in continuous vectors.
Sources: Arxiv