human-ai workflows

Agentomics Framework Introduces Shapley Value-Based Pricing for AI Agents in Human-AI Workflows

A new paper from arXiv introduces Agentomics, a workflow-based framework that applies coalition game theory and Shapley value to value, attribute, and price AI agents in human-AI teams. The framework models workflows as heterogeneous agent configurations, addressing complementarities and bottlenecks, and uses a security-operations case study to demonstrate productivity gains and reliability losses.