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N. Patil

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Open access Sep 2026

Convo-Ease: A Policy-as-Prompt Gatekeeper for Real-Time Multimodal Moderation in Enterprise Communication

Enterprise communication platforms carry text, image, and audio content across organizational contexts that public-facing moderation systems were never designed to serve. Existing moderation acts after content reaches recipients, depends on fixed harm taxonomies that cannot be updated without retraining, and rarely cov...

Soham S. Jadhav, Omkar N. Gadakh, Atharv Gaikwad et al. · 0 citations
Open access Aug 2026

Counterfactual Trust-Aware Explainability for Multimodal AI Decision Systems

The proposed CTAE framework provides a robust and trustworthy explainability solution for high-stakes multimodal AI applications requiring transparent and cognitively reliable decision interpretation.

N. Patil, Afreen Arif · 0 citations

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