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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Nour El Islem Karabadji

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2 papers indexed here

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Review

Reasoning vs. Critic-Based Verification for Biomedical Relation Extraction with Large Language Models

A critic-based verification mechanism where a second “critic” prompt reviews and verifies extracted relations is investigated, demonstrating that this approach is highly effective, reducing false positives by 58.5% and achieving 74.1% precision with top models, competitive with supervised methods.

A. Assi, Nour El Islem Karabadji, M. Elati et al. · 1 citation
Open access 2026

A Lightweight Language-Model-Driven Agentic Framework for Intrusion Prediction, Detection, and Mitigation in 6G-Enabled IoT Networks

A role-based multi-agent cybersecurity framework for 6G-enabled IoT networks that enables proactive intrusion prediction, real-time detection, and knowledge-driven threat mitigation and a promising step toward scalable and intelligent cybersecurity management in 6G-enabled IoT networks is proposed.

Alaeddine Diaf, A. A. Korba, W. Jaafar et al. · 0 citations

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