The Debate Arena.
Three AI voices argue your decision until they mathematically agree. You get the verdict, the dissenting views, and the convergence proof. No other AI platform does this.
What it is
The Debate Arena lets you stress-test any strategic question by pitting three AI voices against each other. Each persona argues from a different angle. They go back and forth — for up to twenty-five rounds — until their positions actually converge, measured mathematically across every dimension of their stance.
The output is a verdict you can defend: the recommended action, the consensus points, the dissenting views, and the confidence level. You can read the full transcript, but the platform also writes a tight synthesis at the top so you can absorb the result in thirty seconds and act on it.
The three voices
You can pick from two roster modes. The default roster uses three archetype personas that argue from fundamentally different strategic instincts:
The Apex Strategist
Bold, aggressive moves. Market capture. Decisive action. Calculated risk. Argues for the maximum reasonable bet.
The Adversarial Analyst
Devil's advocate with surgical precision. Stress-tests every assumption. Argues for what could go wrong — and how badly.
The Prime Adjudicator
Execution feasibility. Resource constraints. "Strategy without execution is hallucination." Argues for what you can actually pull off.
The named roster mode replaces these with three voices specific to your business: your Ideal Self (grounded in your interview answers — the platform argues as you, at peak competence), your Named Competitor (drawn from your watchlist — the platform argues as Vanta, or whoever your top threat is), and your Named Key Client (grounded in the Key Client interview — the platform argues from your most important customer's perspective).
Math-proved convergence
This is the part no other AI does. The platform tracks how each persona's stance evolves across rounds — across every strategic dimension they address — and measures the divergence between their positions using Jensen-Shannon divergence math. Composite convergence weights JSD heavily (70%), with semantic coherence and round-count contributing smaller portions.
The debate only ends with a verdict when the math says the three voices actually agree. If they can't agree within twenty-five rounds, the verdict surfaces with a "couldn't converge" flag — and you know to weigh the dissenting views yourself.
Most "AI debate" tools just have multiple models talk to each other until they get tired. There's no math proving they converged on the same answer. Mijoro measures convergence with a defined statistical metric — if the math says they agree, they agree. If it doesn't, the platform tells you they didn't.
What you get
The verdict card sits at the top of the page in plain English — the recommended action in two sentences, the consensus points in three to five bullets, the dissenting views in one to three bullets, and the confidence level. Below the verdict, the full debate transcript with each persona's contributions clearly attributed. Every claim cited inline to the evidence that produced it.
The debate is auto-logged to your decision journal. Thirty days later, the platform reconciles whether the recommended action played out as predicted.
When to use it
Use the Debate Arena for the decisions where you're already torn. Pricing changes you've been arguing internally about. Hiring decisions that have multiple defensible answers. Strategic pivots where the obvious answer feels suspicious. M&A calls where the upside is enormous and so is the downside. The Arena is where you go when you want a verdict you can take to the board and defend.