Analyzing the Role of Soft Skills in an AI-Dominated Workforce

Analyzing the Role of Soft Skills in an AI-Dominated Workforce

This week’s email is a long email, but I think there is a powerful concept here that may have some good utility value here.  New models like Grok 3 make it easier than ever for workers to learn and use hard skills, like tech or data skills, faster. Anyone...
How AI Reshapes Labor Dynamics and Drives Job Role Convergence

How AI Reshapes Labor Dynamics and Drives Job Role Convergence

We spent much time measuring AI’s impact on work.  This email is slightly long, but I hope you enjoy reading it.  Real-world productivity gains from AI are emerging but remain difficult to quantify at scale – While studies show AI can increase individual...