How I Won a Championship That Doesn't Exist
Summary
The post reveals a proof-of-concept experiment showing how a fake LLM world championship can be created and propagated through a retrieval-based system. It demonstrates trust laundering via a seeded domain and a Wikipedia edit, highlights three failure modes in retrieval-augmented generation, and discusses mitigations for preserving information integrity.