I built an AI board of directors that debates a decision, then scores itself

By PulseAugur Editorial · [1 sources] · 2026-06-11 16:55

An open-source Node.js project called Boardroom has been developed to address the issue of single-shot AI decision-making by creating a simulated board of directors. This AI board comprises multiple personas, each with a distinct perspective, that debate a proposed decision, undergo cross-examination, and generate a verdict with a confidence score and a falsifier. The system also includes a red-teaming pass to challenge the verdict and an executor that can carry out approved decisions using real-world tools, with human oversight for irreversible actions. A key feature is a ledger that tracks verdicts against actual outcomes, allowing the AI to maintain a AI

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dev.to — LLM tag TIER_1 English(EN) · leokwon68 · 2026-06-11 16:55

I built an AI board of directors that debates a decision, then scores itself

I kept asking a single LLM for decisions and getting one confident answer with zero accountability. So I built Boardroom: instead of one reply, a decision goes through a board of AI directors that argue — and the verdict gets scored against reality ov…