I Built a Multi-LLM Debate Engine That Fact-Checks Itself in Real Time

This article describes the building of a multi-LLM debate engine that fact-checks itself in real time to combat LLMs' tendency towards sycophancy and hallucination. It proposes a structured debate between agents with distinct roles, including a dedicated fact-checker agent mid-debate.