What question did this study set out to answer?

This research aims to explore the architectures necessary for autonomous AI debating systems and propose a new platform.

April 22, 2026Open Access

Intellectual AI Model For Create A Debate System

Key Points

This research aims to explore the architectures necessary for autonomous AI debating systems and propose a new platform.
Conducted a survey of existing AI debate models and architectures.
Proposed the 'Debattle' platform utilizing Ollama AI and Socket.IO for debates.
Focused on creating an interactive web-based experience for users.
Identified gaps in current AI debate systems, particularly in accessibility and real-time interaction.
Showed the potential of 'Debattle' to improve user engagement and critical thinking skills.

Abstract

This research provides a comprehensive survey of the foundational architectures and strategic models required for autonomous AI debating systems. The study identifies a critical gap between high-level theoretical models, such as IBM’s Project Debater, and the lack of accessible, real-time platforms for independent practice. To address this, the paper proposes "Debattle"—a scalable, web-based platform utilizing Ollama AI and Socket.IO to provide users with a seamless, interactive, and personalized debate experience aimed at enhancing critical thinking skills.

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