Gadaa /Ask

Gadaa Ask is a deliberation tool that sends your question to five different frontier AI models at once — from labs like Mistral, GLM, Kimi, Nemotron, and Qwen — and returns a single verdict showing where they agree, how confident that agreement is, and where they disagree. Instead of getting one model's answer, you get a council's finding, complete with a confidence tier and the raw deliberation record. The tool is built on the idea that a single AI's confident answer isn't the same as a correct one, and that real disagreement is more useful than a smoothed-over consensus.

Here's how it works: you type a question once, and the five models answer independently without seeing each other's responses. Gadaa then analyzes the answers and assigns one of four tiers: Strong Consensus (all models agree), High Confidence (most agree but with caveats), Advisory (a lead but not a verdict), or Dissent (models argued opposite sides). Every deliberation comes with a Docent — a guide that answers follow-up questions strictly from the record, never settling a split the council didn't. The models are chosen from different training lineages so they fail in different ways, making agreement more meaningful.

Gadaa Ask is best for high-stakes decisions where being wrong is expensive — like medical research directions, legal gray areas, financial strategy, or verifying a claim before repeating it. It's also useful for research synthesis where a single model's blind spot could quietly shape your conclusion. The tool is not designed for drafting, brainstorming, coding, or casual chat — a single model is faster and cheaper for those tasks. For teams, the deliberation record serves as a receipt that can be attached to decisions, so the reasoning survives the meeting.