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TeamSPoon authored Nov 30, 2024
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### **Takeaways**

1. **Performance Tiers:**
- **C/C++ and Transpiled MeTTaLog** are the fastest implementations, with C/C++ leading for all N and Transpiled MeTTaLog excelling among symbolic reasoning tools.
- **Prolog CLP(FD)** is optimal for smaller N, while **Plain Prolog** becomes more effective for larger N.

2. **Scaling Challenges for MeTTaLog and MeTTaRust:**
- Both **MeTTaLog** and **MeTTaRust** require significant optimization for scalability, particularly for larger N.

3. **MeTTa Enhancements:**
- Leveraging Prolog-inspired optimizations and improving transpilation techniques can make MeTTa competitive for real-world applications.
- **Prolog CLP(FD)** is not a magic bullet for some problems.

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