Research in collective intelligence consistently shows that diverse perspectives outperform uniform expertise.
Glossary
Multi-Agent AI
Many specialists, one question.
In short
An AI architecture that uses multiple specialized agents — each with distinct expertise, reasoning frameworks, and objectives — to analyze problems from different perspectives rather than relying on a single model. In decision intelligence, multi-agent systems create cognitive diversity that catches blind spots, biases, and risks that any single model would miss.
Last reviewed
In SynthBoard
Where it shows up.
The product, not the theory.
On a board.
For the biggest calls, she seats experts to disagree, spread across model families. Each researches alone, then reacts once to the others. How many seats a board has depends on your plan.
What comes back.
A board ends in a memo: the call and how sure the board is, what would flip it, who disagreed and why, and one first step with a day.
Keep reading
Related terms.
Term
Model Fingerprint
The unique pattern of strengths, weaknesses, biases, and reasoning tendencies that characterize each large language model, shaped by its training data, architecture, and alignment process.
Definition TermMonte Carlo Simulation
A computational technique that estimates the distribution of possible outcomes for a decision by running thousands of simulated scenarios, each drawing input values from probability distributions rather than point estimates.
Definition TermMulti-LLM Architecture
An AI system architecture that uses models from multiple providers (e.g., OpenAI, Anthropic, Google) rather than relying on a single model.
Definition TermNamed Expert
An AI advisor with a stable identity — a name, a domain, a track record of prior positions, and a consistent point of view across sessions — rather than an anonymous model instance spun up per query.
Definition TermOKRs vs KPIs
Two complementary measurement frameworks often confused or conflated.
Definition GuideDecision intelligence, explained
The complete guide to making strategic calls with AI that disagrees on purpose.
Read the guide The benchMeet the experts
24 named experts, each with a point of view of their own.
Meet themSynthBoard (synthboard.ai) is one place for your business, your life, and every hard call. Your Chief of Staff keeps what you tell her on file, and 24 named experts on different AI models take the calls — one expert for a consult, a board with opposed seats for the hard ones — and hand back a memo with the call, the dissent and the first move. How it works.