Peter Thiel's "Zero to One" challenges conventional business ideas by advocating for radical innovation over incremental improvements. It distinguishes between horizontal and vertical progress, emphasizes the importance of monopolies, and highlights the necessity of uncovering hidden truths. The book calls for definite optimism and strong leadership, advocating for niche market strategies for successful startups.