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@@ -146,6 +146,42 @@ Here is the detailed roadmap of our priorities and planned features for the near
 
 2. **README**: Update the README to include the examples and usage instructions.
 
+
+# Mid-Long term
+Here are some potential middle-to-long-term improvements to consider for this project:
+
+1. **Modular Design**: Aim to design a more modular and scalable framework, making it easy for developers to plug-and-play various components.
+
+2. **Interactive User Interface**: Develop a more interactive, user-friendly GUI that allows users to interact with the system without needing to understand the underlying code.
+
+3. **Advanced Error Handling**: Implement advanced error handling and debugging capabilities to make it easier for developers to diagnose and fix issues.
+
+4. **Optimized Resource Utilization**: Improve the efficiency of resource use, aiming to reduce memory consumption and improve speed without sacrificing accuracy.
+
+5. **Collaborative Learning**: Integrate more sophisticated techniques for collaborative learning among the swarm, allowing them to share knowledge and learn from each other's successes and failures.
+
+6. **Autonomous Self-Improvement**: Implement mechanisms that allow the swarm to autonomously learn from its past experiences and improve its performance over time.
+
+7. **Security Enhancements**: Include robust security measures to protect sensitive data and prevent unauthorized access.
+
+8. **Privacy-Preserving Techniques**: Consider incorporating privacy-preserving techniques such as differential privacy to ensure the confidentiality of user data.
+
+9. **Support for More Languages**: Expand language support to allow the system to cater to a more global audience.
+
+10. **Robustness and Resilience**: Improve the system's robustness and resilience, ensuring that it can operate effectively even in the face of hardware or software failures.
+
+11. **Continual Learning**: Implement continual learning techniques to allow the system to adapt and evolve as new data comes in.
+
+12. **More Contextual Understanding**: Enhance the system's capability to understand context better, making it more effective in handling real-world, complex tasks.
+
+13. **Dynamic Task Prioritization**: Develop advanced algorithms for dynamic task prioritization, ensuring that the most important tasks are addressed first.
+
+14. **Expanding the Swarm's Skills**: Train the swarm on a wider range of tasks, gradually expanding their skill set and problem-solving capabilities.
+
+15. **Real-World Deployment**: Test and refine the system in real-world settings, learning from these experiences to further improve and adapt the system. 
+
+Remember, these are potential improvements. It's important to revisit your priorities regularly and adjust them based on project needs, feedback, and learning from both successes and failures.
+
 ## Optimization Priorities
 
 1. **Reliability**: Increase the reliability of the swarm - obtaining the desired output with a basic and un-detailed input.