Research & Labs
Longer-horizon technical and intellectual work that sits beside the production systems portfolio.
Some explore machine cognition and verification infrastructure. Others test specific problems in monetary architecture, optimization, public capability, or mathematical form.
Intelligent Systems Research
SwarmOS
Continuous, provenance-aware research infrastructure for coordinated AI agents.
ExploreAgentic Data
Persistent context infrastructure built around causal, temporal, permissioned organizational knowledge.
ExploreExplainer
An explanation compiler for Claude Code: prose, diagrams, interactive pages, or narrated video, each compiled from a model of the subject and checked against it for omissions and for what the reader did not need.
ExploreApplied Systems & Experiments
Independent Research & Writing
AfterFiat
Versioned monetary research program.
ExploreGAMUT
Sole-author research in mathematical music theory: a layered symplectic model of pitch-class space, a reviewed AMS proof paper, a discrete foundation machine-checked in Lean, and an interactive explorer of 14,262 orderings across 216 fibers.
ExploreEschatology Report
Long-form essays on AI, institutions, culture, and orientation.
Explore