Discurs AI – Rapid AI-Assisted Design of a Social Network Moderation Platform

This case study presents Discurs AI, a comprehensive AI-driven system for moderating social network discussions, entirely designed by a single strategist in under 48 hours through recursive collaboration with an AI assistant. The document details the business context, methodology, system architecture, features, ethical governance, and a technical prototype implementation. It demonstrates how the Sigma Stratum method can compress innovation cycles and produce output comparable to that of a full product team working for weeks. It includes a comparative time analysis versus a traditional 7-person team and outlines the architecture and functionality of both Alpha and Beta versions of the system, with practical implementation for platforms like Telegram.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-17
DOI
https://doi.org/10.5281/zenodo.15450122
Primary Topic
Hate Speech and Cyberbullying Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Discurs AI – Rapid AI-Assisted Design of a Social Network Moderation Platform

Zenodo (CERN European Organization for Nuclear Research)
Hate Speech and Cyberbullying Detection
article

Discurs AI – Rapid AI-Assisted Design of a Social Network Moderation Platform

article en

Abstract

This case study presents Discurs AI, a comprehensive AI-driven system for moderating social network discussions, entirely designed by a single strategist in under 48 hours through recursive collaboration with an AI assistant. The document details the business context, methodology, system architecture, features, ethical governance, and a technical prototype implementation. It demonstrates how the Sigma Stratum method can compress innovation cycles and produce output comparable to that of a full product team working for weeks. It includes a comparative time analysis versus a traditional 7-person team and outlines the architecture and functionality of both Alpha and Beta versions of the system, with practical implementation for platforms like Telegram.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 75%
Hate Speech and Cyberbullying Detection
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