After years of soaring expectations, the AI industry is approaching a moment of reckoning. Despite record investment, executives, corporate boards, and investors are growing increasingly skeptical that artificial intelligence will deliver significant productivity gains anytime soon. This AI skepticism is driven by several factors. For starters, the cost of using large language models continues to climb, often with few measurable benefits.