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REVIEW 2 major objections 27 references

The Fungible Reserve Standard: A Deterministic Framework for Encoding Carrying Costs in Asset-Backed Tokens

T0 review · 2 major / 0 minor · reviewed 2026-06-26 · grok-4.3

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Pith's one-line read The Fungible Reserve Standard encodes carrying costs into asset-backed tokens using a decreasing asset-per-token variable and supply reconciliation.

desk verdict A high-level design sketch for encoding carrying costs in RWAs that asserts a reconciliation fix but supplies no mechanism, equations, or verification. read the letter →

arxiv 2606.26704 v1 pith:62BO2GFP submitted 2026-06-25 cs.CR cs.CEcs.CY

JJ Jia Jing Tan , Eva Meng , Josh Ng , Zack Zhang , September Liu , Teelet Wang , Ludwig Zhang , Seth Yan This is my paper · ORCID
classification cs.CRcs.CEcs.CY
keywords FungibleReserveStandardcarryingcostsasset-backedtokenstokenizationERC-20composabilitysupplyreconciliationreal-worldassetsDeFi
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

The paper proposes the Fungible Reserve Standard to move the custody, insurance, and audit costs of physical assets like metals or commodities into the token itself on a blockchain. Current approaches handle these costs off-chain at the issuer or use rebasing that alters token quantities and breaks DeFi use. FRS instead tracks assets per token as a variable that shrinks steadily at a set annual rate and then reconciles total supply so each holder keeps the same number of tokens. This keeps the tokens fully interchangeable and usable in existing decentralized finance protocols. A reader would care because it offers a way to make the true economics of holding tokenized real assets visible and automatic without losing the practical advantages of standard tokens.

What carries the argument

The asset-per-token variable q(t) that decreases at a predefined annualized carrying cost rate, paired with a supply reconciliation mechanism.

What would settle it

Deploy an FRS token on a public testnet, apply a known carrying cost rate over several periods, and check whether holder token counts stay constant while total supply decreases and standard DeFi contracts continue to accept the token without modification.

Watch

Extended reading notes

Core claim

The FRS introduces a framework to bring these economics directly on-chain, avoiding mechanisms such as token rebasing that compromise fungibility and composability with decentralized finance (DeFi) protocols. This paper proposes the Fungible Reserve Standard (FRS), a deterministic token design framework that encodes carrying costs transparently into on-chain logic. The FRS introduces an asset-per-token variable q(t) that decreases according to a predefined annualized carrying cost rate, coupled with a supply reconciliation mechanism that preserves holder balances and ERC-20 composability. While mathematically inspired by the daily expense ratio accrual in traditional asset management, the FR

Load-bearing premise

A deterministic supply reconciliation mechanism can preserve individual holder balances and ERC-20 composability for any asset with positive predictable carrying costs without introducing new attack surfaces or breaking existing DeFi integrations.

Editorial extensions

If this is right

  • Tokenized real-world assets can reflect structural negative carry directly through on-chain mechanics.
  • Individual holder token balances remain fixed even as the underlying asset value per token declines.
  • ERC-20 composability with DeFi protocols is retained because no rebasing occurs.
  • The design applies to any real-world asset that has positive and predictable holding costs.
  • Operational costs appear as actual expenses rather than bundled profit margins.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Markets could price FRS tokens more accurately by treating the decreasing q(t) as an explicit time-dependent discount.
  • DeFi protocols using these tokens may need minor adjustments to track effective asset value separately from token count.
  • Issuers gain a transparent on-chain audit trail for costs that previously stayed off-chain.
  • If reconciliation logic contains an edge-case error, total supply could drift from the intended asset backing.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

2 major / 0 minor

Summary. The manuscript proposes the Fungible Reserve Standard (FRS), a deterministic token design framework for encoding carrying costs of real-world assets directly into on-chain logic for asset-backed tokens. It introduces an asset-per-token variable q(t) that decreases according to a predefined annualized carrying cost rate, coupled with a supply reconciliation mechanism intended to preserve individual holder balances and ERC-20 composability without relying on rebasing.

Significance. If the proposed mechanism can be rigorously defined and shown to maintain the claimed properties, it would address a key challenge in RWA tokenization by providing transparent on-chain accounting of carrying costs while preserving compatibility with existing DeFi protocols. This could have significant implications for the tokenization of assets with positive holding costs.

major comments (2)
  1. [Abstract] Abstract: The supply reconciliation mechanism is described only at a high level without any formal definition, update rules for totalSupply, invariants relating q(t) to balances, or argument that it avoids external calls, timing windows, or oracle dependencies. This leaves the central claim that ERC-20 composability is preserved unverifiable.
  2. [Abstract] Abstract: No mathematical derivation, equations, proofs, or implementation details are supplied to support the assertion that the mechanism is deterministic and does not compromise composability or introduce new attack surfaces, making the positioning as a 'deterministic framework' unsupported.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their constructive feedback and for recognizing the potential significance of the Fungible Reserve Standard (FRS) in addressing carrying costs in RWA tokenization. We acknowledge that the current manuscript presents the framework at a conceptual level and agree that additional formalization is required to rigorously support the claims. We will revise the manuscript accordingly to include the necessary mathematical details and definitions.

read point-by-point responses

  1. Referee: [Abstract] Abstract: The supply reconciliation mechanism is described only at a high level without any formal definition, update rules for totalSupply, invariants relating q(t) to balances, or argument that it avoids external calls, timing windows, or oracle dependencies. This leaves the central claim that ERC-20 composability is preserved unverifiable.

    Authors: We agree that the abstract and initial description provide only a high-level overview of the supply reconciliation mechanism. The revised manuscript will include a formal definition of this mechanism, specifying the update rules for totalSupply, the invariants that relate q(t) to holder balances, and a detailed argument demonstrating that the mechanism avoids reliance on external calls, timing windows, or oracle dependencies. This will allow verification of the preservation of ERC-20 composability. revision: yes

  2. Referee: [Abstract] Abstract: No mathematical derivation, equations, proofs, or implementation details are supplied to support the assertion that the mechanism is deterministic and does not compromise composability or introduce new attack surfaces, making the positioning as a 'deterministic framework' unsupported.

    Authors: We acknowledge the absence of mathematical derivations, equations, proofs, and implementation details in the current version. In the revision, we will add a dedicated technical section containing the mathematical derivation of the q(t) function based on the annualized carrying cost rate, proofs of determinism, and analysis confirming that composability is maintained without introducing new attack surfaces. This will substantiate the description of FRS as a deterministic framework. revision: yes

Circularity Check

1 steps flagged · score 6.0 of 10

q(t) decay and balance preservation defined by construction from predefined inputs

  1. self definitional [Abstract]
    "The FRS introduces an asset-per-token variable q(t) that decreases according to a predefined annualized carrying cost rate, coupled with a supply reconciliation mechanism that preserves holder balances and ERC-20 composability."

    q(t) decay is set directly by the input rate; the reconciliation step is defined to preserve balances. The assertion that this combination avoids rebasing while maintaining composability is therefore true by the paper's own definitional choices rather than by any separate derivation or external constraint.

full rationale

The paper's core claim—that FRS encodes carrying costs on-chain while preserving fungibility and ERC-20 composability—rests on two elements introduced as design primitives: a predefined annualized carrying cost rate that directly sets the decay of q(t), and a supply reconciliation mechanism whose stated purpose is to keep individual balances unchanged. Because the preservation property is asserted as part of the mechanism's definition rather than derived from an independent rule or verified invariant, the claimed non-rebasing behavior reduces to the choice of those inputs. No equations, update rules, or external invariants are supplied in the provided text to separate the mechanism from its intended outcome.

Assumptions & free parameters 1 free parameters · 2 assumptions · 0 invented entities

The framework rests on the assumption that carrying costs are positive and predictable enough to be encoded deterministically; the annualized rate is a free parameter chosen per asset; no new physical entities are postulated.

free parameters (1)
  • annualized carrying cost rate
    Predefined rate that governs the decrease of q(t); chosen per asset class and directly determines the cost encoding.
assumptions (2)
  • domain assumption ERC-20 token standard remains composable after supply reconciliation
    Invoked when claiming that the mechanism preserves DeFi compatibility without further proof.
  • domain assumption Carrying costs are positive, predictable, and asset-agnostic
    Stated in the final sentence of the abstract as the applicability condition.

how reviews work

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Cite this review

Pith. "Pith review of The Fungible Reserve Standard: A Deterministic Framework for Encoding Carrying Costs in Asset-Backed Tokens." pith.science (2026). https://pith.science/paper/62BO2GFP

@misc{pith2026260626704,
  author       = {Pith},
  title        = {Pith review of: The Fungible Reserve Standard: A Deterministic Framework for Encoding Carrying Costs in Asset-Backed Tokens},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/62BO2GFP}},
  note         = {Machine review of arXiv:2606.26704}
}
read the original abstract

The tokenization of real-world assets (RWAs) has emerged as a transformative application of blockchain technology, with market projections estimating trillions of dollars in tokenized assets within the coming decade. However, a fundamental challenge remains unaddressed: physical assets such as precious metals, stored commodities, and warehoused goods incur structural negative carry -- custody, insurance, and audit costs that accumulate over time. While existing tokenization models have successfully established the market for digital gold and treasuries, they typically manage operational costs at the issuer level. The FRS introduces a framework to bring these economics directly on-chain, avoiding mechanisms such as token rebasing that compromise fungibility and composability with decentralized finance (DeFi) protocols. This paper proposes the Fungible Reserve Standard (FRS), a deterministic token design framework that encodes carrying costs transparently into on-chain logic. The FRS introduces an asset-per-token variable q(t) that decreases according to a predefined annualized carrying cost rate, coupled with a supply reconciliation mechanism that preserves holder balances and ERC-20 composability. While mathematically inspired by the daily expense ratio accrual in traditional asset management -- which often embed centralized profit margins -- the FRS design specifically encodes actual operational carrying costs to provide pure institutional-grade accounting clarity without compromising DeFi compatibility. The framework is asset-agnostic and applicable to any real-world asset with positive, predictable holding costs.

Discussion (0). Continue with ORCID to comment.

Reference graph

Works this paper leans on

27 extracted references · 1 canonical work pages

  1. [1]

    Some simple economics of the blockchain,

    C. Catalini and J. S. Gans, “Some simple economics of the blockchain,”Communications of the ACM, vol. 63, no. 7, pp. 80–90, 2020

    2020

  2. [2]

    Security token offerings,

    T. Lambert, D. Liebau, and P. Roosenboom, “Security token offerings,”Small Business Economics, vol. 59, no. 1, pp. 299–325, 2022

    2022

  3. [3]

    Relevance of on-chain asset tokenization in ‘crypto winter’,

    Boston Consulting Group and ADDX, “Relevance of on-chain asset tokenization in ‘crypto winter’,”

  4. [4]

    Available:https://web-assets.bcg.com/1e/a2/5b5f2b7e42dfad2cb3113a291222/ on-chain-asset-tokenization.pdf

    [Online]. Available:https://web-assets.bcg.com/1e/a2/5b5f2b7e42dfad2cb3113a291222/ on-chain-asset-tokenization.pdf

  5. [5]

    From ripples to waves: The transformational power of tokenizing assets,

    McKinsey & Company, “From ripples to waves: The transformational power of tokenizing assets,” Jun. 2024. [Online]. Available:https://www.mckinsey.com/industries/financial-services/our-insights/ from-ripples-to-waves-the-transformational-power-of-tokenizing-assets

    2024

  6. [6]

    Approaching the tokenization tipping point,

    Boston Consulting Group and Ripple, “Approaching the tokenization tipping point,” 2025

    2025

  7. [7]

    Exchange-traded funds 101 for economists,

    M. Lettau and A. Madhavan, “Exchange-traded funds 101 for economists,”Journal of Economic Perspectives, vol. 32, no. 1, pp. 135–154, 2018

    2018

  8. [8]

    A. N. Madhavan,Exchange-Traded Funds and the New Dynamics of Investing. Oxford University Press, 2016

    2016

Show all 27 references
  1. [9]

    Conventional mutual index funds versus exchange-traded funds,

    A. Agapova, “Conventional mutual index funds versus exchange-traded funds,”Journal of Financial Markets, vol. 14, no. 2, pp. 323–343, 2011. 11 The Fungible Reserve Standard: A Deterministic Framework for Encoding Carrying Costs in Asset-Backed TokensA PREPRINT

    2011

  2. [10]

    Facts and fantasies about commodity futures,

    G. Gorton and K. G. Rouwenhorst, “Facts and fantasies about commodity futures,”Financial Analysts Journal, vol. 62, no. 2, pp. 47–68, 2006

    2006

  3. [11]

    The strategic and tactical value of commodity futures,

    C. B. Erb and C. R. Harvey, “The strategic and tactical value of commodity futures,”Financial Analysts Journal, vol. 62, no. 2, pp. 69–97, 2006

    2006

  4. [12]

    S. H. Chan, J. Erickson, and K. Wang,Real Estate Investment Trusts: Structure, Performance, and Investment Opportunities. Oxford University Press, 2003

    2003

  5. [13]

    Bitcoin: A peer-to-peer electronic cash system,

    S. Nakamoto, “Bitcoin: A peer-to-peer electronic cash system,” 2008. [Online]. Available:https://bitcoin. org/bitcoin.pdf

    2008

  6. [14]

    On the instability of Bitcoin without the block reward,

    M. Carlsten, H. Kalodner, S. M. Weinberg, and A. Narayanan, “On the instability of Bitcoin without the block reward,” inProc. 2016 ACM SIGSAC Conf. Computer and Communications Security (CCS), pp. 154–167, 2016

    2016

  7. [15]

    Transaction fee mechanism design for the Ethereum blockchain: An economic analysis of EIP-1559,

    T. Roughgarden, “Transaction fee mechanism design for the Ethereum blockchain: An economic analysis of EIP-1559,” 2021. [Online]. Available:https://arxiv.org/abs/2012.00854

    2021

  8. [16]

    Empirical analysis of EIP-1559: Transaction fees, waiting times, and consensus security,

    Y . Liu, Y . Lu, K. Nayak, f. Zhang, L. Zhang, and Y . Zhao, “Empirical analysis of EIP-1559: Transaction fees, waiting times, and consensus security,” inProc. 2022 ACM SIGSAC Conf. Computer and Communications Se- curity (CCS), 2022

    2022

  9. [17]

    Tokenomics: Dynamic adoption and valuation,

    L. W. Cong, Y . Li, and N. Wang, “Tokenomics: Dynamic adoption and valuation,”The Review of Financial Studies, vol. 34, no. 3, pp. 1105–1155, 2021

    2021

  10. [18]

    Tokenized gold in crypto markets: Tracking accuracy and portfolio performance,

    M. Ashfaq, M. Pfeifer, T. G ¨urpinar, and M. A. Gulum, “Tokenized gold in crypto markets: Tracking accuracy and portfolio performance,”FinTech, vol. 5, no. 1, p. 19, 2026. [Online]. Available:https://www.mdpi.com/ 2674-1032/5/1/19

    2026

  11. [19]

    Plume documentation,

    Plume Network, “Plume documentation,” 2024. [Online]. Available:https://plume.org

    2024

  12. [20]

    Polymesh whitepaper (Version 3.0),

    Polymesh Labs Ltd., “Polymesh whitepaper (Version 3.0),” Jul. 2025. [Online]. Available:https://assets. polymesh.network/whitepaper.pdf

    2025

  13. [21]

    Canton Network whitepaper,

    Canton Network, “Canton Network whitepaper,” 2023. [Online]. Available:https://www.canton.network/ whitepaper

    2023

  14. [22]

    Centrifuge documentation,

    Centrifuge, “Centrifuge documentation,” 2024. [Online]. Available:https://centrifuge.io

    2024

  15. [23]

    Provenance documentation,

    Provenance Blockchain Foundation, “Provenance documentation,” 2024. [Online]. Available:https:// provenance.io

    2024

  16. [24]

    EIP-20: Token standard,

    F. V ogelsteller and V . Buterin, “EIP-20: Token standard,” Ethereum Improvement Proposals, 2015. [Online]. Available:https://eips.ethereum.org/EIPS/eip-20

    2015

  17. [25]

    ERC-1400: Security token standard,

    Polymath et al., “ERC-1400: Security token standard,” Ethereum Improvement Proposals. [Online]. Available: https://github.com/ethereum/eips/issues/1411

  18. [26]

    EIP-3643: T-REX – Token for Regulated EXchanges,

    Tokeny, “EIP-3643: T-REX – Token for Regulated EXchanges,” Ethereum Improvement Proposals. [Online]. Available:https://eips.ethereum.org/EIPS/eip-3643

  19. [27]

    SoK: Decentralized finance (DeFi),

    S. M. Werner, D. Perez, L. Gudgeon, A. Klages-Mundt, D. Harz, and W. Knottenbelt, “SoK: Decentralized finance (DeFi),” inProc. ACM Conf. Advances in Financial Technologies (AFT), pp. 30–46, 2022. 12

    2022

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Reviewed June 26, 2026 · model on record in the stance chip above.