A framework mapping the thirteen roles across five layers, from executive accountability to grassroots power users,...
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Enterprise AI Adoption Models: How Alliances, Platforms, and Investors Are Accelerating Adoption
Last updated: 19 July 2026 This page is a field map of the partnership and investment structures shaping how AI...
AI-Powered Knowledge Transfer: How AI Converts Individual Expertise into Scalable Organizational Capability
Knowledge has always been hard to transfer. AI can now enable knowledge amplification at scale. Click on the image for...
AI Centers of Excellence: 7 Case Studies of How Leading Organizations Have Accelerated AI Value
AI Centers of Excellence are rapidly becoming one of the most effective structural responses to a problem every large...
Successful AI-human teams are designed around the asymmetry between humans and AI
Most teams don't design human-AI collaboration. They bolt AI onto existing workflows and hope for the best. Here's how...
Stop letting your AI flatter you. Here’s how to fix it.
Most people using AI for feedback are getting a polished version of what they want to hear, not what they need to...
Elevating Human-AI Collaboration: The Power of Interactive Deep-Research Agents
Humans + AI Research Paper Series ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research...
CRAFT: Rethinking entry-level jobs in the AI era
The future of entry-level jobs as AI capabilities progress has been intensely discussed over the last few months. A...
8 levels in the spectrum of cognitive impact of AI
There is increasing evidence of the negative cognitive impact of using AI. Yet, used well, it can dramatically enhance...
3 elements driving human-AI coevolution
I recently gave a keynote at FuturistsXSummit in Dubai on Humans + AI: Infinite Potential. Leading to the close of my...
Terminology: AI first, AI native, AI augmented, and more
There are plenty of terms being bandied about to describe the role of AI in organizations, notably "AI first". But...
The path forward for Humans + AI forecasting and foresight
Forecasting and foresight are instrinsically human, as has been clearly shown by Marty Seligman and colleagues in...
Executive Digital Twins: The Implications and How to Make Them
"Digital twins" of people can not only emulate them in video and audio, but also capture some part of their knowledge...
The Rise of Bot Battles: 11 Domains of Adversarial AI Agents
In the "AI Agent economy" most market participants will be supported by AI or have AI act on their behalf. Markets and...
32 new jobs created by the rise of Humans + AI decision-making
AI creates new jobs. In particular, the rise of Humans + AI decision-making generates a wealth of new work, all of...


















