The week the agent capability inflection arrived. And what to do about the 86% that still fail.

By Anil Prasad Head of Engineering and Product, Duke Energy CASPAR · Founder, Ambharii Labs Three signals. One pattern. Stanford released the 2026 AI Index this week. AI agents jumped from 12% to 66% success on real computer tasks in one year. That is a 5.5x capability multiplier in twelve months. In the same week, industry research confirmed that 86 to 89% of enterprise AI agent pilots fail to reach production at scale. Apoorva Mehta launched Abundance, a hedge fund with $100M in seed funding d