Navigating the Limits and Potential of LLM Architectures

This chapter examines the strengths and limitations of leading LLM architectures, such as O3 and Gemini 2.5 Pro. It stresses the importance of prioritizing real-world applications over mere benchmark scores to enhance the practical utility of these models.