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Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan
Researchers propose 'profit-based counterfactual explanations' (PBCE) — a new AI interpretability method that reframes counterfactual generation as profit maximization, replacing arbitrary target values and abstract distance metrics with economically grounded cost and revenue terms.
Published Jul 3, 2026 · Analyzed Jul 6, 2026
PACE: A Neuro-Symbolic Framework for Plausible and Actionable Counterfactual Explanations
PACE is a new neuro-symbolic framework that integrates neural prediction with symbolic reasoning to generate counterfactual explanations constrained by real-world domain feasibility — addressing a known weakness in explainable AI where counterfactuals are technically valid but practically implausible.
Published Jul 3, 2026 · Analyzed Jul 6, 2026