AI Systems

Artificial Intelligence

Delegation: When AI Stops Assisting and Starts Acting

An analysis of how AI is shifting from assistive tools to delegated systems that act within workflows, reshaping control, accountability, and system design across digital infrastructure.

Artificial Intelligence

The Next 20 Years of AI: From Tools to Infrastructure

A structured analysis of how AI is evolving from standalone tools into embedded infrastructure, examining phases of access, integration, delegation, and environment along with the incentives and constraints shaping this transition.