Consilium
Consilium is a multi-model AI debate system where 5 LLMs discuss, critique, and refine answers through iterative rounds — then synthesize a final verdict.The Idea
Instead of trusting one AI model, ask five. Let them debate. The truth emerges from disagreement.Models
| Model | Provider | Strength |
|---|---|---|
| Claude Sonnet 4 | Anthropic | Nuance, synthesis |
| GPT-4o | OpenAI | General reasoning |
| DeepSeek Chat | DeepSeek | Alternative viewpoints |
| Gemini 2.5 Flash | Speed, analysis | |
| Grok 3 Mini | xAI | Creative thinking |
How a Deep Consilium Works
Modes
| Mode | Endpoint | Description |
|---|---|---|
| Single | POST /ask/:provider | Ask one model |
| Parallel | POST /consilium | All 5 answer, no debate |
| Deep | POST /consilium/deep | 2-5 rounds of debate |
| Stream | POST /consilium/deep/stream | Real-time SSE updates |
| Synthesis | POST /synthesize | Claude generates final verdict |
Web UI
Available atconsilium.reincarnatiopedia.com — a single-page app with real-time streaming, session history, and color-coded responses per model.
Storage
- SQLite for persistent session history
- In-memory cache of last 50 sessions for fast retrieval