Part 2/11:

The presentation begins by acknowledging the whirlwind growth of models within the AI ecosystem. The popularity of models like GPT-4 Mini, Gemini, Claude, and DeepSE Caron demonstrates a rapid diversification driven by diverse research breakthroughs and industry needs. These models perform variably across different benchmarks—some excel at mathematics, others at coding, or reasoning tasks—posing a critical question: Which model should be chosen for a specific niche or domain?