
The Secret Advantage of a Contrarian AI
Summary Insight: Most enterprise AI agrees; it doesn’t think. Anchor it in first principles and a centralized context engine to get signal, not applause. Key Takeaways: Consensus scales mediocrity; first principles create breakthroughs. Centralize context; train AI to probe and







