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Time Details
2026-01-23
12:45
AI Model vs Human Prompting: 51% of Performance Gains Attributed to Model Improvements, 49% to Human Prompt Engineering

According to God of Prompt on Twitter, researchers conducted a detailed analysis by replaying every prompt on both AI models to determine the source of recent performance improvements. The study found that 51% of the performance gains came from enhancements in the AI model itself, while a significant 49% resulted from improved human prompting techniques. This finding highlights the critical business opportunity in developing advanced prompt engineering tools and training, suggesting that human interaction strategies are nearly as important as technical upgrades in maximizing AI system effectiveness (Source: God of Prompt, Twitter, Jan 23, 2026).

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