AINeutralarXiv – CS AI · 10h ago6/10
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When Can Human-AI Teams Outperform Individuals? Tight Bounds with Impossibility Guarantees
Researchers establish formal mathematical bounds for when human-AI teams outperform individuals, proving complementarity occurs only when error correlation between humans and AI falls below a critical threshold. The framework explains why 70% of real-world human-AI collaborations fail to achieve synergy and provides predictive formulas validated against human datasets.