Agency

Agency, AI, Complexity, Viability

From Agents to Viable Collectives: The VSM as a Diagnostic Framework

Agency, AI, Complexity, Viability / By

Krishan Mathis, Margeret Heath, and Panos Panagiotakopoulos. 2026. Preprint, CC-BY-4.0. doi: 10.5281/zenodo.22079120

Adaptivity, Agency, Feedback

Interlude: What You Wrote Back

Adaptivity, Agency, Feedback / By Krishan Mathis

I’m writing Agency Is All You Need in public — every chapter ships as an essay, gets argued with by

Adaptivity, Agency, Complexity, Navigating

Reading the World

Adaptivity, Agency, Complexity, Navigating / By Krishan Mathis

I’m writing Agency Is All You Need in public — every chapter ships as an essay, gets argued with by

Adaptivity, Agency, AI

Working with Intelligent Machines

Adaptivity, Agency, AI / By Krishan Mathis

When machine intelligence is abundant, what stays scarce? Judgment, taste, framing, responsibility. Fluency and correctness have been decoupled — your judgment re-couples them.

Adaptivity, Agency, Navigating

What Agency Is

Adaptivity, Agency, Navigating / By Krishan Mathis

I’m writing Agency Is All You Need in public — every chapter ships as an essay, gets argued with by

Adaptivity, Agency, Navigating

Learning as Navigation

Adaptivity, Agency, Navigating / By Krishan Mathis

I’m writing Agency Is All You Need in public — every chapter ships as an essay, gets argued with by

$A conceptual editorial illustration depicting the transition from a linear career path to a world of navigation. A sleek, corporate staircase made of polished white stone rises out of a deep, turbulent ocean. The staircase is perfectly linear and rigid, but its top steps are fractured and lead into an empty, vast sky. On the surface of the water below, a lone, sturdy wooden boat sails through the shifting waves. The lighting is dramatic, with a storm clearing to reveal a bright, open horizon. The style is clean, modern, and symbolic, representing the transition from predictable structures to a life of navigation and agency.$