Masculinity Discourse Debate System

AI-Generated Debates Between Public Thought Leaders on Masculinity

Bachelor's Thesis Project — University of Tartu, Institute of Computer Science

About This Project

This system stages structured debates between AI agents representing 14 public thought leaders. Each agent draws from the speaker's actual YouTube transcripts using retrieval-augmented generation (RAG), filtered for faithfulness to their real positions. Debates follow a 3-round structure: foundational beliefs, challenges and provocations, then rhetorical evidence.

Select a research question below to explore the debates, including moderator analysis and synthesis of each exchange.

5
Research Questions
14
Speakers
91
Debates per RQ
455
Total Debates
3
Rounds per Debate

⚠ Disclaimer

The debate transcripts on this site are synthetic text produced by large language models. They are not verbatim statements made by any of the individuals analysed in this project — including Andrew Tate, Jordan Peterson, Esther Perel, Andrew Huberman, Jocko Willink, Brené Brown, or any other speaker in the corpus.

The generation pipeline is designed to keep the content as faithful as possible to each speaker's original YouTube transcripts. The full methodology is described in this undefended bachelor's thesis.

Speakers in the Corpus

Andrew Tate Jordan Peterson Esther Perel Brene Brown Andrew Huberman Jocko Willink ContraPoints Fresh and Fit Destiny Dr. K John Gottman Naval Ravikant Ryan Holiday Alison Armstrong