Proofs, claims, and oversight
Independent research / AI safety
A research program on the gap between machine-verifiable artifacts and the claims people attach to them.
Read the research caseWork
Selected research and operating work: the problem as it first appeared, what I found inside it, what I did, and what the evidence supports.
Research & AI systems
Experiments and control systems for keeping generated artifacts, claims, and authorized actions within what was actually checked.
Companies & commercial systems
Product, market, and operating work that turns a broad mandate or technical capability into something people can use and run.
Ars Quanta / QCash
Product / commercial / operating translation
Translated data science and automated underwriting into products, customer commitments, and operating structures.
Read the caseLogosBlock / Polyient
Product and market infrastructure
Turned a broad “Fidelity of Crypto” mandate into trade-operations infrastructure, then helped shape crypto and NFT launch-infrastructure and market work.
Read the caseFLTR / Ubio Labs / GEN3
Evidence-to-product and operating systems
Converted evidence into product and ecommerce systems and tested assumptions across a wider manufacturing and distribution system.
Read the caseCOVID PPE
Commercial execution / supply chain / distribution
Structured and executed large-scale PPE opportunities during COVID.
Read the casePaper Street
Founder / operator
Scaled an operating business from early revenue to large transaction volume.
Read the caseStartup & venture ecosystem
Organizer / advisor / operator
Contributor and participant in startup, angel, venture, and founder networks across multiple cycles.
Read the caseInstitutions & decision systems
Work on the representations, constraints, and decision paths through which institutions act.
No evidence-bounded public case is filed in this section yet.