Ethan Mollick
Professor of Management at Wharton | Author of Co-Intelligence
Ralph J. Roberts Professor at Wharton and leading global authority on practical workplace AI adoption. Author of the best-selling book 'Co-Intelligence: Living and Working with AI'. Renowned for empirical studies on how knowledge workers, consultants, and students leverage frontier models to automate analysis, ideation, and operational decision-making.
Areas of focus
Professional niches
Proof of Work
Co-Intelligence: Practical Principles for Augmented Human-AI Collaboration
Formulated the foundational operational principles for knowledge worker augmentation—defining the 'Jagged Frontier' where AI excels unpredictably, human-in-the-loop oversight rules, and structured prompt roles that elevate analytical rigor across business strategy.
Requires practitioners to continually probe model capabilities as boundaries shift rapidly across new model checkpoint releases.
Context: Claude 3.5 Sonnet, GPT-4o, Gemini 1.5 Pro. Applied across Fortune 500 strategic planning and Wharton executive education.
View missionCentaur and Cyborg Consulting Workflows: Empirical Productivity Study
Conducted controlled randomized trials with Boston Consulting Group (BCG) consultants evaluating 18 realistic business tasks. Documented that AI-augmented professionals completed tasks 25.1% faster with over 40% higher rated quality, differentiating between 'Centaur' (divided task) and 'Cyborg' (interwoven iteration) workflows.
Identified a performance drop when consultants over-relied on LLMs for tasks beyond the model's actual reasoning horizon without critical inspection.
Context: GPT-4 benchmarked against BCG management consulting strategic deliverables.
View mission