The group's research spans systemic risk and market microstructure, multi-agent coordination, governance and policy, and the philosophy of AI — approached as one question about how complex adaptive systems hold together when their parts want different things.
This page is the record: what is finished, what is with reviewers, what stalled, and what was abandoned. Software appears beside the paper it came out of. Work that is open rather than finished lives on Projects.
What the group is actively building on. The consent-friction formalism and the replicator-optimization mechanism are the theoretical core, and the multi-agent reinforcement-learning work that tests them is ongoing — a 3,750-run factorial built to break the framework did exactly that, and the corrected law and the post-mortem are both public.
Computational Unity Across Physical and Abstract Substrates
Machine-checked proofs for results across the lab's papers
A Unified Formal Framework
Through peer review and scheduled for publication.
Student-t GJR-GARCH with exogenous regressors in the variance equation
pip install gjr-garch-x
Submitted and with reviewers. Venues are named where a decision is pending.
A composite early-warning index for systemic risk at the DeFi–TradFi boundary
Public, citable, and not currently under submission.
Hedging as the Fourth Money Laundering Stage
Operationalizing Standing Through Consent-Friction Dynamics
Real results that do not yet carry the evidence their headline claims. Each one names what is missing, and several are open to collaborators.
A Computational Framework for Developmental Psychology
A Functional Affordance Architecture for Visual Understanding
Lines the group is no longer pursuing. They stay public because the arguments and data may be useful to someone else, and because a lab that only shows its live work is not showing much.
A Critique of Primitive Identity from ZFC to Homotopy Type Theory
A Detection-Theoretic Derivation of the Born Rule
Full PDFs and Google Scholar metadata on each paper page. Also indexed at farzulla.org.