Moving Beyond AI Sycophancy: Why Multi-Model Councils are the New Standard for Truth

Single AI models are often incentivized to be agreeable and confident, leading to hidden hallucinations that can mislead professional users. By implementing a multi-model council, the inherent bias for flattery is replaced with peer-to-peer scrutiny, significantly boosting the accuracy and reliability of AI-driven decision making.