Research Objects

Frameworks, simulations, repositories, and research notes with implementation value.

This is the retrieval layer for Universal Ventures: proof objects organized by problem solved, artifact type, and implementation depth.

StablecoinsTokenized FundsSettlementRWAComplianceAgentic AIMarket Design
RepositoryStablecoins

peglab

Problem solved

Identify where reserve and peg-defense mechanisms break under redemption and collateral stress.

Implementation level

High

Artifact type

Repository

Format

Code

RepositoryTokenized Funds

navbridge

Problem solved

Reconcile on-chain token state against off-chain fund accounting to evidence NAV integrity.

Implementation level

High

Artifact type

Repository

Format

Code

RepositorySettlement

canton-synch-control

Problem solved

Measure synchronization debt inside Canton Network deployments and produce audit evidence.

Implementation level

High

Artifact type

Repository

Format

Code

RepositoryRWA

haircut

Problem solved

Quantify liquidity and redemption risk in tokenized real-world-asset pools with dynamic haircuts and NAV VaR.

Implementation level

High

Artifact type

Repository

Format

Code

RepositoryCompliance

warrant

Problem solved

Provide verifiable evidence, not just logs, that an AI agent stayed inside its authorization boundary.

Implementation level

High

Artifact type

Repository

Format

Code

RepositorySettlement

slotscope

Problem solved

Profile EVM state contention where parallel execution and compliance registries collide under load.

Implementation level

High

Artifact type

Repository

Format

Code

Research NoteSettlement

The Physics of Finality

Problem solved

Explain how latency, topology, and geography become economic and governance variables.

Implementation level

Medium

Artifact type

Research Note

Format

Essay

Research NoteAgentic AI

The Rise of the Agentic Economy

Problem solved

Explain how autonomous economic actors change how verification, incentives, and trust need to be designed.

Implementation level

Medium

Artifact type

Research Note

Format

Essay

RepositoryMarket Design

institutional-crypto-funding-analyzer

Problem solved

Analyze funding exposure, stress scenarios, and risk metrics across exchange infrastructure.

Implementation level

High

Artifact type

Repository

Format

Code

RepositorySettlement

coordination-fabric

Problem solved

Visualize infrastructure coordination under routing, congestion, and pressure-state changes.

Implementation level

High

Artifact type

Repository

Format

Code