AINeutralarXiv – CS AI · 8h ago6/10
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Tree-Based Formalization of Multi-Agent Complementarity in Human-AI Interactions
Researchers introduce a tree-based mathematical framework formalizing complementarity in human-AI interactions, proving that complementarity is theoretically achievable in regression tasks but fundamentally obstructed in classification under standard loss functions. The work provides formal conditions for when AI and human predictions can outperform individual agents.