The argument in full

Position Papers

Three papers argue the case for Perspective Engineering as a category — what the discipline is, why it matters for AI policy and safety, and what the evidence looks like in a real collaboration.

Paper 1 — Discipline & Manifesto

Perspective Engineering: Managing How the Human & Agentic AI Collaboration Evolves

The founding position paper. Defines the discipline, the instrument (PSS), the Perspective Audit, and the Erosion & Emergence Index. Establishes the case for sustained collaboration management as a distinct fourth frontier beyond prompt, context, and intent engineering.

Published Read the paper →
Paper 2 — Policy & Behavior

Perspective Engineering and the Model Policy Layer

Positions Perspective Engineering in relation to AI safety and model policy: how collaboration-layer drift interacts with model-layer intended behavior, and why maintaining the relationship is a complementary discipline to maintaining the model.

Forthcoming
Paper 3 — Evidence

A Scoped Audit: Detections from a Working Collaboration

A real detection archive from a sustained human–AI collaboration, abstracted for confidentiality. Shows what the instrument surfaces, how the Erosion & Emergence Index reads in practice, and what the Perspective Audit produces as output.

Forthcoming