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April 22, 20260 citationsOpen Access

Intellectual AI Model For Create A Debate System

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YOYerane OmDDDhanashri DeshmukhTPTanmay Pande

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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Cite This Study

Om et al. (2026) studied this question.

synapsesocial.com/papers/69e8656e6e0dea528dde9f5dhttps://doi.org/10.5281/zenodo.19664152
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