Track A measures how the same dollar token inherits different compliance surfaces, monetary-policy transmission, and stress behavior depending on which gateway routes it.
Track B measures how emission design, governance structures, and infrastructure failures determine whether a token economy sustains productive contribution or concentrates into extraction.
Both tracks reach the same conclusion through independent data: the policy-relevant unit is the operator, not the instrument. Classify the token, but regulate and audit the operator.
What it is: Maps how stablecoins inherit different compliance, monetary, and safe-haven properties depending on who routes them. Introduces the CLII, a five-dimension scoring regulatory intensity at the gateway layer (Tier 1 above 0.75, Tier 2 from 0.30 to 0.75, Tier 3 below 0.30) across 19 entities and 51 addresses. The CLII measures who is regulated, not who is fragile.
Start here if your question is about stablecoins, tokenized deposits, settlement finality, routing, reserves, or control-layer obligations.
What it is: Nine-category diligence framework structured around what risk committees ask before approving a tokenized product: rights parity, custody, finality, insolvency posture, governance, and continuous monitoring.
What it is: Maps how payment stablecoins, tokenized deposits, and tokenized cash products diverge in crisis, and how screening, holds, routing defaults, and recordkeeping become the effective control layer.
What it is: Diligence framework across rights parity, custody segregation, settlement-rail dependency, and secondary-market structure for tokenized equity.
What it is: Operating timeline of the coordinated U.S. regulatory shift in July 2025, organized by effective date and mapped to obligations for each actor type.
Hiring or evaluating fit for a Policy / Tokenization / Market Infrastructure role? View Policy & Market Infrastructure Resume, Asset Management & Tokenization, or the stablecoin/payments profile.
Track B asks whether token economies reward productive contribution or drift into extraction. Each paper specifies the mechanism, stress-tests it under adversarial conditions, and asks whether the design survives contact with real participant behavior.
What it is: A complete token economy (MeshNet) designed from first principles and stress-tested across hundreds of simulations covering prolonged bear markets, competitor entry, regulatory shocks, and combined stress. Parameters calibrated to real hardware economics from twelve DePIN protocols.
What it is: Simulations calibrated to real failure rates from four major protocols reveal that adaptive emission controllers and reputation-weighted governance respond to the same infrastructure shock in opposite directions: emissions stabilize while governance concentrates.
What it is: Five normative traditions operationalized into testable hypotheses and applied to a 12-protocol governance cross-section.
What it is: A taxonomy of design patterns for decentralized geographic infrastructure, grounded in a longitudinal Helium case study spanning nearly three years of subsidy-to-revenue transition.
Draft BSc thesis wrapping B2 and B3 into a unified institutional-design and geographic-infrastructure argument.
What it is: Seven tokenomics sectors mapped to live implementations and assessed for maturity.
What it is: Retention architectures and reward mechanics from nine live implementations across DeFi, gaming, and infrastructure protocols.
What it is: A practitioner's guide to incentive design, value capture, and mechanism risk across the lifecycle of a token economy.
Track A studies how the same dollar token, routed through different operators, inherits distinct regulatory exposure, interest-rate sensitivity, and crisis behavior.
Track B studies how the same network, run under different reward schedules, penalty rules, and governance structures, produces distinct participation levels, concentration dynamics, and failure modes.
| Dimension | Track A (stablecoins) | Track B (token networks) |
|---|---|---|
| Where control concentrates | A small set of operators now dominates dollar-stablecoin routing. Volume doubled while the number of independent participants fell 25% and links between them thinned sharply. Growth expanded usage; control consolidated. | Governance voting across 12 networks is consistently concentrated in a small set of large holders. Concentration is the baseline outcome, present in every protocol studied. |
| What fails under stress | During the SVB bank run, three operators scoring within ten points of each other on the compliance index produced sharply divergent stress outcomes because their banking exposures differed. | Adaptive emissions act as insurance during sustained contraction: the controller adjusts issuance to retain operators, compressing worst-case variance and sustaining roughly eight times more participants than static policy. The cushion has a boundary: in tail scenarios, the controller overcorrects, issuing enough supply to deepen the decline it is designed to offset. Large-scale simulation (hundreds of runs) is the only way to locate that boundary; single trajectories miss it. |
| Where the economics sit | Stablecoin issuers earn reserve yield on Treasury bills. When the Fed changes rates, issuer economics shift with them, changing incentives to retain balances or absorb redemptions. The relevant economics sit one layer below the token, on the operator balance sheet. | Helium moved from covering a fraction of infrastructure costs in user fees to covering roughly twice its costs over 34 months, but the crossover remains fragile. The relevant economics sit in the operating model, one layer below the token. |
Two research tracks, one conclusion: the token is the surface; control, failure, and revenue resolve at the operator layer.