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Diminishing returns from pure parameter scaling in frontier models

This claim was identified as a key driving factor (medium impact, negative direction) in the simulation analysis: "Will OpenAI Release GPT-5 Before Google DeepMind Launches Gemini Ultra 2?". It represents a significant factor that influences the predicted outcomes.

Created: March 23, 2026
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Diminishing returns from pure parameter scaling in frontier models | Factagora