Papers

The Two Core Papers of Human–AI Coexistence Governance

The framework currently has two core papers.

They are a canonical pair.

Paper 1 addresses the human cognitive side.

Paper 2 addresses the organizational and execution-governance side.


The Canonical Pair

Paper 1 asks:

What must remain inside the human?

Paper 2 asks:

How should humans govern what is externalized to AI?

Paper 1 protects the human cognitive subject.

Paper 2 governs the AI-mediated execution environment.

Paper 1 defines the preservation problem.

Paper 2 defines the governance problem.


Paper 1

Cognitive Expansion / Frictionless AI

Core Question