Canopticon

System Overview

Canopticon is an automated intelligence pipeline aimed at Canadian politics. It ingests Hansard transcripts, press briefings, and news broadcasts, feeding them through a strict, prompt-engineered 'zero-editorializing' forensic model. The system extracts claims, cross-references them against prior statements, and automatically generates multi-format outputs: video scripts for TikTok, deep-dive articles for Substack, and thread summaries for X. It demonstrates how AI can be used for objective data synthesis rather than generative hallucination.