Projects & Labs

Work shows the systems that shipped under real constraints. Writing makes the thesis explicit. Projects & Labs shows the larger architecture: the public properties, research programs, and active builds where the ideas compound over time.

These projects are not a random collection. They are different ways of working on verification, capability, coordination, and value in a world where persuasion is cheap and trust is expensive. Some are mature public properties. Some are longer-horizon research programs. Some are active builds still taking shape.

Core Properties

These are the main long-lived properties through which the work becomes publicly legible.

Thesis / Blueprint AfterFiat

The next credible store of value will be a scarce asset that captures recurring demand for private settlement, portable proofs, and verified compute — provided the work is cheap to verify, hard to censor, and economically non-bypassable.

 Publication / Essays Eschatology Report

Essays and dossiers on AI, culture, institutional drift, symbolic overload, and the search for workable orientation.

 Research Program / Formal Mathematics GAMUT

A formal mathematical framework for the geometry of musical possibility and a research surface for structure across sound, symmetry, and form.

 Public Infrastructure / Knowledge Platform Capability Commons

A structured knowledge platform for practical public capability across water, food, shelter, power, repair, and community.

 Research Platform / Agent Infrastructure SwarmOS

A collective intelligence research platform that coordinates specialized AI agents to perform continuous, audited scientific research with artifact-level provenance and reproducibility.

 Enterprise Infrastructure / Retrieval Engine Agentic Data

An enterprise context graph and agentic retrieval planner that turns fragmented institutional knowledge into a temporal, permissioned evidence graph with budget-aware, iterative retrieval.

 Quantitative Finance / Optimization Structure Lab

An options payoff-engineering platform that uses MILP optimization to construct optimal multi-leg structures from user-defined intent.

Applied AI / Vertical SaaS AlchemicalAI

AI-powered operating system for real estate professionals — voice agents, workflow automation, CMA generation, lead qualification, transaction management, and approval-gated outreach across brokerage verticals.

Active Lab Directions

Alongside the named properties, several recurring directions function as an active lab rather than a finished brand.

  • Verified Compute & Proof-Bearing Systems Systems where computation produces receipts, portable proofs, or economically meaningful verification rather than black-box claims.
  • Agentic Knowledge Infrastructure Long-horizon memory, structured knowledge objects, retrieval-aware systems, event-sourced context graphs, and interfaces that help people and agents move from information to action — with Agentic Data as the concrete realization of the retrieval thesis.
  • Public Capability & Local Resilience Tools and knowledge systems — grounded in real household and community conditions — that help people recover practical competence across infrastructure, maintenance, and everyday dependence.
  • Quantitative Finance & Construction Quality Mathematical optimization applied to financial instrument construction — replacing heuristic selection with constrained solvers that produce provably good structures along cost, robustness, and simplicity dimensions.
  • Collective Intelligence & Agent Coordination Multi-agent research substrates with content-addressed artifacts, structured claim graphs, separation of duties, budgeted autonomy, and continuous evaluation — enforcing research quality at the platform level.
  • Music, Geometry & Lawful Form Research into how structure appears across sound, mathematics, sequence, and machine representation.

How the Pieces Fit Together

AfterFiat argues that the next credible store of value accrues to scarce assets capturing recurring demand for private settlement, portable proofs, and verified compute — capacities a dense digital civilization must keep buying and that soft guarantees can no longer provide. Eschatology Report widens that question into culture, institutions, and orientation. GAMUT carries the older research thread on form, order, and lawful motion. Capability Commons turns part of the answer into public infrastructure. SwarmOS extends the verification instinct into research itself: a platform where agents must prove their claims, reproduce their results, and earn their continued operation. Agentic Data makes the retrieval layer a first-class product — an enterprise context graph where relevance is causal and temporal, not just similar. Structure Lab applies mathematical optimization to financial construction — provable quality over heuristic familiarity. AlchemicalAI is the applied commercial product where these architecture principles meet a vertical: an AI-powered operating system for real estate professionals with voice agents, workflow automation, CMA generation, and approval-gated outreach.

Taken together, they form one map rather than several disconnected brands.

Start here if you want the larger map. Then move outward into work, writing, or the specific property that matches your question.

Explore Capability Commons Read AfterFiat View Work
Ask