Trellison Institute — Research Publication

Proposal: A Continuous Verifiable Reality (CVR) Framework for Reducing RWA Collateral Risk Weights

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Abel Gutu — LedgerWell Inc.
CVR Protocol Mathematical Framework Series — Paper 1
Ethereum Research December 1, 2025
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Abstract

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This paper presents the Continuous Verifiable Reality (CVR) framework, addressing collateral opacity in Real-World Asset (RWA) lending. Current RWA-backed lending relies on periodic appraisals and static documentation, creating information asymmetry between lenders, borrowers, and regulators. This opacity results in elevated risk weights under Basel III/IV frameworks, increasing capital requirements and limiting the asset class’s growth potential.

CVR combines a decentralized oracle network with cryptographic slashing conditions for continuous physical state verification. Rather than relying on annual or semi-annual audits, the framework enables real-time proof that collateral exists, is in the claimed condition, and has not been pledged elsewhere.

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Key Findings

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20–50%
Projected verification discount on risk weights
~40%
Capital requirements reduction

Oracle network with slashing conditions

Participants in the verification network stake economic value that can be slashed for providing inaccurate or fraudulent attestations. This mechanism aligns economic incentives with verification accuracy — oracles profit from honest reporting and lose capital for dishonest reporting.

Dynamic risk-weight reduction

As verification confidence increases (measured by oracle consensus convergence), risk weights decrease proportionally. This creates a direct economic incentive for deploying higher-quality monitoring infrastructure.

Basel III alignment

The framework maps directly to existing Basel regulatory categories, enabling adoption without requiring new regulatory frameworks. The verification discount operates within the existing risk-weight methodology rather than proposing a replacement.

CVR Protocol Real-World Assets collateral verification oracle network slashing conditions Basel III risk weights RWA lending
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Series Context

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This is Paper 1 in the CVR Protocol Mathematical Framework Series. It establishes the foundational framework that is formalized in Paper 2 (ProofLedger Protocol), given computational implementation in Paper 3 (MCMC Basel SCO60), and generalized in Paper 4 (Threshold-Convergent Systems).

Read on Ethereum Research →

Publication Status

Published independently on Ethereum Research (December 1, 2025). This paper represents the original CVR proposal and has received community discussion and review on the Ethereum Research forum.

The DaedArch Ecosystem

DaedArch Platform Trellison Research Alitheion Verification LedgerWell Finance Artrellion Policy
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Public comments

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