PhD Dissertation · Virginia Tech · 2026

Adaptive Epistemologies and Neo-Wilds

Practice-Based PhD · Committee: Marcelo Stamm (chair), Paul Kelsch, Mintai Kim, Shaun Rosier

This dissertation argues that computation does not merely support adaptive design practice — it changes the nature of what adaptive design means. Drawing on a decade of practice engaging ecological complexity, embedded sensing, and generational robotics, it develops a theory of adaptive epistemology: the proposition that design operates as a form of knowledge production conducted through iterative, feedback-based, in-situ inquiry rather than predictive control.

Core Concepts

Adaptive Epistemology

Design propositions as hypotheses tested in situ. Iterative, feedback-based knowledge production vs. predictive control.

Technogeographies of Sensing

The political and spatial implications of sensing networks. Who and what gets measured determines who gets protected.

The Viridic

Biological autonomy as a design medium. Maintenance and growth as agents rather than as managed outputs.

Synthetic Ground

Territories as assemblages of biology, computation, and infrastructure. Cyborg ecologies and wetware coupling.

Reflexive Stewardship

A design disposition: provisional, adaptive, justice-conscious practice that stays accountable to what systems reveal over time.

Neo-Wilds

Territories that emerge from the intersection of biological autonomy and computational mediation — neither purely natural nor purely designed.

Chapter Structure

00
Foreword
01
Territory: A Formed Condition
Overview of the dissertation's argument and structure
02
Ecology of Practice
03
Tools: Practices, Manifests, and Speculations
04
Models: A History and Treatise
Bradley's own projects as primary research
05
Landscape as Medium: The Model and the Site
Fluvial modeling history and the Mississippi Basin Model
06
A Shifting Model of Interactions
07
Generational Robots
08
Co-Creation, Multi-Species Communications, and Authorship
09
Technogeographies of Sensing and Neo-Wilds
10
Adaptive Epistemologies
11
Synoptic View
Conclusions and synthesis

Pre-defense: March 13, 2026 · Final defense: April 24, 2026 · Virginia Polytechnic Institute and State University