Automation & AI agentsCouncil of Models — eight AI models arguing in one chat
Council of Models — eight AI models arguing in one chat
A group chat where eight models from different vendors address each other by name, argue, and produce one written conclusion.
How it's wired
Drawn from the live workflow — every node and every arrow is really there. The labels are translated from the originals.
What it is
A single language model has no way of noticing that it is wrong: confidence in an answer has nothing to do with its correctness. The simplest known fix is to ask several and compare. Here that is arranged as a chat: eight models see each other’s replies, address one another by name, and finish with one shared written conclusion.
The vendors have to come from different companies — that is the whole point, not the settings. Models from one family were trained on similar data: they agree in the same places and get things wrong in the same places. A council of clones is one opinion said eight times, and it sounds more convincing than it deserves.
Specifications: wired together on n8n; the line-up is Gemini, Llama, Qwen, Gemma, Nemotron, GPT-OSS, Cohere and Poolside, all on free tiers. It lives on my own server and is used like an ordinary chat.
Nearby work
Zero — an offline voice assistantA voice assistant that wakes on its name and thinks on the laptop’s graphics card: no internet, no login, an answer in 0.3–0.6 seconds.My own automation serverMy own server carrying over a hundred automations around the clock: bots, digests, finance, reminders, nightly backups, app synchronisation.Quality Watchdog — a guard that reads the automations themselvesA watchdog that reads how the automations are built rather than the run log, and catches what breaks silently.