Abstract

“Truth by Hanna” is an advanced, decentralized AI platform merging transformer-based satire generation, global data collection (from social media, news outlets, and web sources), and on-chain governance to continuously debate and expose truths behind both major world events and everyday occurrences. Hanna not only delivers comedic roasts but also provides in-depth analysis of human activity, politics, culture, and more — intertwining satire with factual insights. This document details the technical architecture, data ingestion, real-time user interaction, and reinforcement-driven model improvements that fuel Hanna’s ability to challenge mainstream narratives, lay bare uncomfortable truths, and expand public discourse through carefully orchestrated AI logic.