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Lessons learned:

The Importance of Model Agnosticism: With the rapid evolution of AI models, building applications that are model-agnostic has become more critical than ever.

Control and Interpretability Matter: Relying solely on large language models (LLMs) poses significant challenges for creating applications that can be deployed in real-world scenarios.

The Need for Open Models: Lastly, the push for more open models has never been more apparent. Open-source models are essential for fostering innovation, ensuring accessibility, and maintaining the integrity of our work in the AI field.




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