Research
DPO2U's research program starts from a narrow thesis:
compliance can be represented as a protocol of typed claims, evidence references, validation rules, and incentive-compatible attestations.
This section is intentionally sober. It separates:
- what is standard in the field
- what DPO2U treats as its own research question
- what remains unresolved
Thesis overview
The core argument is not that cryptography alone solves compliance. The argument is that several pieces can be composed into a more verifiable system:
- machine-readable schemas for regulatory facts
- agent-native interfaces for generation, validation, and monitoring
- attestations that can be checked, replayed, and challenged
- economic incentives designed so honest validation remains stable over time
Where DPO2U follows the field
DPO2U is downstream of existing work in:
- zero-knowledge proofs and succinct verification
- verifiable credentials and selective disclosure
- blockchain-based attestation registries
- agent identity and machine-payable workflows
Those are not exclusive DPO2U inventions.
Where DPO2U pushes a narrower claim
The more specific DPO2U claim is that compliance attestations can be modeled as a repeated-game protocol with explicit routing, typed evidence, and incentive constraints.
That claim breaks into four subproblems:
Why this matters now
The surrounding field is maturing quickly. The NearX 2026 curriculum alone already bundles blockchain fundamentals, cryptography, smart contract security, tokenomics, DeFi, and blockchain architectures into a coherent training path. That does not prove DPO2U's thesis, but it does show that the skill stack required by the protocol is increasingly mainstream rather than exotic.
Reading order
- Start with Related work for context
- Move to the Formal model
- Then read Incentive stability (ESS)
- Finish with Attestation routing and Open problems