Research from Anthropic has shown that models will change correct answers to incorrect ones when users express doubt. For strategic decisions, sycophancy produces confirmation bias with AI-generated confidence — the worst possible combination.
Glossary
AI Sycophancy
When the AI just agrees with you.
In short
The tendency of AI language models to agree with users rather than challenge them, caused by reinforcement learning from human feedback (RLHF) that optimizes for user satisfaction. Sycophantic AI tells you what you want to hear instead of what you need to hear.
Last reviewed
In SynthBoard
Where it shows up.
The product, not the theory.
In the dissent.
Every board is built with someone whose job is to argue against the obvious answer. The disagreement stays on the memo — who dissented, why, and what would change the call.
Or ask one expert.
The Devil’s Advocate takes it — about a minute, and the card shows “up to 85 credits” before anything runs. Nothing runs until you tap.
Keep reading
Related terms.
Term
Agent Orchestration
The coordination layer that manages how multiple AI experts are assembled, sequenced, and synthesized during a structured analysis session.
Definition TermAI Pre-Mortem
A structured exercise where a panel of expert AI advisors imagines a future in which the plan has failed, then reasons backward to identify the risks and assumptions that caused the failure.
Definition TermAI-Powered Decision Intelligence
The application of AI systems — particularly multi-agent architectures, large language models, and consensus mechanisms — to the decision intelligence discipline.
Definition TermAnalysis Paralysis
A state of over-thinking that prevents a decision from being made, typically caused by an overwhelming number of options, fear of choosing wrong, or the perceived irreversibility of the choice.
Definition TermAnchoring Bias
A cognitive bias in which the first piece of information encountered — the "anchor" — disproportionately influences all subsequent judgments, even when that anchor is arbitrary or irrelevant.
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.
