Trellison Institute — Research Publication

ProofLedger Protocol: Core Tenets and Mathematical Framework

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Abel Gutu — LedgerWell Inc.
CVR Protocol Mathematical Framework Series — Paper 2
Ethereum Research December 4, 2025
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Abstract

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This paper introduces the ProofLedger Protocol’s CVR framework as an institutional trust layer for Real-World Assets. Building on the verification discount methodology proposed in Paper 1, ProofLedger formalizes a three-layer architecture with improved oracle economics, mathematical models for risk quantification, and capital optimization pathways aligned with Basel regulatory frameworks.

The protocol transforms physical asset verification from a periodic audit process into a continuous, cryptographically attested data stream that institutional participants (banks, insurers, regulators) can independently verify without relying on a single central authority.

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Key Findings

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40–60%
Collateral risk weight reduction
~$32M
Capital relief per $1B in assets

Three-layer architecture

Physical Layer: IoT sensors, satellite imagery, and ground-truth data collection providing raw environmental and asset state measurements.

Consensus Layer: Reputation-weighted oracle network that aggregates noisy individual measurements into reliable collective estimates with formal confidence bounds.

Institutional Layer: Regulatory-compliant interfaces enabling banks, insurers, and auditors to consume verification data in formats aligned with existing compliance frameworks.

Oracle economics improvements

Refined staking and reward mechanisms that better align oracle behavior with verification accuracy. Introduces graduated slashing (proportional to the severity of misreporting) and reputation-weighted reward distribution that creates long-term incentives for consistent accuracy.

Institutional adoption pathway

Quantifies the capital relief available to financial institutions that adopt continuous verification for their RWA portfolios. The $32M capital relief per $1B in assets creates a clear economic case for institutional adoption independent of any belief in blockchain technology.

ProofLedger CVR Protocol three-layer architecture oracle economics institutional trust Basel compliance capital relief RWA verification
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Series Context

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This is Paper 2 in the CVR Protocol Mathematical Framework Series. It builds on the proposal in Paper 1 (CVR Framework) and provides the architecture that is computationally implemented 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 4, 2025). Community reviewed 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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