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Progress Demands Self-Critique
The perception of a smaller performance gap among AI models may not reflect their true reasoning capabilities. Significant advancements from earlier versions, such as GPT, suggest an increase in intelligence, but success now hinges on the model's ability to find information rather than solely possessing it. This evolving intelligence will necessitate models that can structure outputs effectively, reason logically, formulate plans, and engage in self-assessment. Initial developments show signs of models judging their outputs, although this capacity remains contextually limited and relies on human evaluation in the early stages.