I built a terminal tool (TUI) to make local LLMs debate each other and catch hallucinations (Ollama/Cloud).GitHub Debut

A developer created a terminal user interface (TUI) tool that enables local large language models (LLMs) running on Ollama or cloud platforms to debate each other as a method for detecting and reducing hallucinations. The tool leverages multi-model interaction to cross-verify information and identify inconsistencies or false outputs that individual models might produce. This represents a novel approach to improving LLM reliability through adversarial discussion rather than relying on single-model outputs.

Source: r/ollama | 2026-05-19