The Human Plus Model - Kenneth Munie and Sinan Aral 2026 MIT IDE Annual Conference

AI pilots are working. So why aren't the results showing up at scale? Kenneth Munie of Accenture and MIT IDE's Sinan Aral dig into the real barriers blocking organizations from translating AI investment into measurable growth. In this fireside chat, Ken Munie from Accenture joins Sinan Aral from MIT IDE to discuss what's actually happening inside organizations deploying AI — from the "human plus" workforce model to the risks of a productivity trap, and what leaders need to do differently to capture AI's full potential. WHAT YOU'LL LEARN — Most companies are stuck in a productivity trap, chasing cost reduction rather than growth — but Accenture's research suggests revenue growth potential from AI is five to ten times greater than cost savings. — The "human plus" model reframes humans not as AI users but as team leaders of agents, responsible for judgment, accountability, and trust — roles that technology can't assume. — Fortune 500 companies largely don't understand how their own work actually gets done, which is both the biggest barrier to agentic AI adoption and, paradoxically, an opportunity AI deployment can help solve. CHAPTERS 0:00 Introduction 0:03 Sinan Aral introduces Ken Munie 2:40 Defining the "human plus" workforce 5:46 Human leadership in an AI-driven organization 8:08 AI, innovation, and the limits of probabilistic thinking 14:33 From productivity to growth: translating AI capacity into revenue 21:30 The biopharma case: when insights outpace organizational readiness 24:22 Complementary investments: workflow redesign, skills, and governance 27:40 Skills of the future — what humans need to develop 31:07 Employment predictions: bifurcation, entry-level disruption, and new jobs 38:56 Who appropriates AI's value — platforms, businesses, or workers? 42:48 Q&A ABOUT MIT IDE The MIT Initiative on the Digital Economy (IDE) researches how AI, data, and digital technology reshape business, work, and society. Based at MIT Sloan School of Management. Website: https://ide.mit.edu #MITIDE #ArtificialIntelligence #FutureOfWork