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Frontier Models vs. General Advanced Models
Investing in developing specialized frontier models for tasks like finance analysis might not always be the most efficient approach. The trend in AI shows that advanced models like GPT-4, which are not specifically designed for certain tasks, can outperform specialized models in various fields such as finance, medicine, and law. These advanced models, although more expensive to train due to their size, often prove to be superior in performance compared to specialized models built for specific purposes.