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#regulated-industries News & Analysis

2 articles tagged with #regulated-industries. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 47/103
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Odin: Multi-Signal Graph Intelligence for Autonomous Discovery in Knowledge Graphs

Researchers present Odin, the first production-deployed graph intelligence engine that autonomously discovers patterns in knowledge graphs without predefined queries. The system uses a novel COMPASS scoring metric combining structural, semantic, temporal, and community-aware signals, and has been successfully deployed in regulated healthcare and insurance environments.

AINeutralarXiv – CS AI · Apr 106/10
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CAFP: A Post-Processing Framework for Group Fairness via Counterfactual Model Averaging

Researchers introduce CAFP, a post-processing framework that mitigates algorithmic bias by averaging predictions across factual and counterfactual versions of inputs where sensitive attributes are flipped. The model-agnostic approach eliminates the need for retraining or architectural modifications, making fairness interventions practical for deployed systems in high-stakes domains like credit scoring and criminal justice.

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