Research Project

Algorithmic Nexus

Constitutional Attribution in the Age of Algorithmic Commerce

“When software replaces operational decision-making, who constitutionally owns those decisions?”

Algorithmic Nexus is an interdisciplinary research project examining how constitutional doctrine should analyze commercial systems in which operational decisions are increasingly performed by software rather than direct human action.

The Question

Attribution after operational control moves into software.

For much of constitutional doctrine, physical contacts often reflected deliberate human operational choices. Algorithmic fulfillment systems complicate that inference by separating ownership, platform control, computational decision-making, and legal consequence.

The Framework

A descriptive method, not a proposed legal rule.

OwnershipControlDecisionConstitutional Attribution

The Book

Scholar's Review Draft

Current edition

Scholar's Review Draft, Version 1.0, June 2026. Circulated for scholarly review and comment.

Abstract

The manuscript asks how constitutional law should attribute state contacts produced by platform-controlled operational systems. The full abstract and one-page summary are available on the book page.

Version history

Current public draft follows a university-press polish pass and preserves source-status caveats for expert review.

Research

Documentary record and technical architecture.

Working Papers

Future research agenda.

Future papers

Shorter articles will develop the framework for law review and interdisciplinary audiences.

Presentations

Conference and workshop materials will be posted as they become available.

Media

Project updates and public commentary will be archived on the updates page.