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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Yerane Om
Dhanashri Deshmukh
Tanmay Pande
Lockheed Martin (Canada)
Nanaji Deshmukh Veterinary Science University
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Om et al. (Mon,) studied this question.
www.synapsesocial.com/papers/69e8656e6e0dea528dde9f5d — DOI: https://doi.org/10.5281/zenodo.19664152