PBS/MPS Architecture
How the proposed Meritocratic Provenance System connects a documented human contribution with verifiable performance, contribution attribution, an economic claim, and continuing participation in the value created.
The central question
A contribution does not become economically meaningful merely because someone claims to have created value. The proposed system requires a documented contribution, evidence of measurable performance, a defensible method of attribution, and a defined legal or contractual mechanism for economic participation.
The PBS lifecycle organizes those requirements into a transparent sequence. Each layer answers a different question, and each layer creates evidence needed by the next.
MPS documents who contributed what, observes what measurable outcome occurred, estimates how the contribution relates to that outcome, and supports a proposed economic interest tied to the documented contribution and its attributable value.
End-to-end architecture
The lifecycle below is a conceptual model. It describes the proposed functions of the architecture without asserting that a particular contribution automatically creates a security, property right, royalty, or legally enforceable claim.
The lifecycle begins with a discrete or continuing input: expertise, intellectual work, data curation, creative work, an improvement, a diagnostic insight, a scientific result, an agricultural innovation, or another contribution capable of being documented.
For analytical treatment by the proposed system, the contribution must be identifiable, materially connected to downstream outcomes, and capable of having continuing influence.
The proposed Provenance Ledger records the contribution, contributor identity or verified identity reference, timestamp, supporting evidence, and relationships to prior contributions.
The proposed Performance Oracle connects the documented contribution with domain-appropriate evidence. The relevant evidence depends on the field and may include model accuracy, agricultural yield, error reduction, robustness, replication, licensing performance, or another independently observable result.
Performance evidence does not, by itself, establish how much value belongs to any particular contributor. It establishes the observable outcome that the attribution process must explain.
Explore the Performance Oracle →Contribution Decomposition is the analytical bridge between the provenance record and the performance evidence. It estimates direct marginal contribution, interaction effects, and persistence over time.
Once attribution has been estimated, the relevant agreement or governing framework can specify the form of economic participation. That participation could involve a royalty, licensing interest, distribution right, or another contractually or legally defined claim.
The measurement system does not create legal rights by itself. The legal or contractual instrument must define the parties, scope, rights, limitations, dispute procedures, and enforceability of the claim.
Provenance-Backed Securities are the proposed instrument layer connecting an economic claim with provenance-verified contributions or assets and related performance evidence.
Instrument form, transferability, governance, offering method, holder rights, and applicable law would affect the instrument’s legal classification and compliance requirements. This page does not assert that every contribution interest is a security or that every PBS would receive the same classification.
Read the public PBS overview →When the governing agreement provides for royalties or distributions, payment calculations can reference the documented contribution, validated performance evidence, and attribution methodology.
The proposed audit trail preserves the relationship among the original contribution record, subsequent performance evidence, attribution result, calculation, authorization, and payment history.
Contributions can interact differently as systems evolve, performance can drift, and new evidence can affect prior estimates. The proposed architecture therefore treats attribution as an auditable and revisable process rather than a one-time declaration of permanent value.
Challenges, review, recalculation, recalibration, and updated distributions should remain documented so that changes do not erase the historical record.
Separation of functions
The architecture separates evidence, measurement, and attribution. Keeping these functions distinct helps prevent a performance result from being mistaken for proof of authorship or a provenance record from being mistaken for proof of economic value.
The Provenance Ledger creates the record of contribution, identity, evidence, time, and context.
The Performance Oracle gathers and validates domain-appropriate evidence of observable performance.
Contribution Decomposition estimates marginal impact, interactions, persistence, and attributable participation.
In the proposed model, the royalty to contributor i combines a direct contribution component with an interaction component. The coefficients α and β are policy or contractual parameters, not naturally fixed constants.
Any implementation must also observe a budget-balance constraint: aggregate royalties cannot exceed the value available for allocation unless an identified external funding source is introduced.
Design principles
A credible lifecycle must do more than produce an allocation. It must preserve evidence, expose uncertainty, support review, and distinguish technical integrity from legal validity.
Each downstream calculation should remain connected to its originating contribution record and supporting evidence.
Economic attribution should reference observable, domain-appropriate performance rather than credentials or unsupported assertions.
Attribution is an estimate. Confidence, approximation error, missing evidence, and alternative explanations must remain visible.
Records, validations, calculations, challenges, recalibrations, and distributions should be capable of independent review.
A participant must be able to challenge identity, evidence, performance data, attribution, or a resulting distribution through a defined process.
The framework is intended to reward demonstrated contribution while preserving useful market information and productive incentives.
Important distinction
Audit path
The proposed architecture is intended to let an authorized reviewer move backward from a payment or economic claim to the evidence that supported it.
Explore each layer
This page describes a proposed research, technical, institutional, and economic architecture. It does not establish that any contribution automatically creates ownership, a security, a royalty, a transferable instrument, or another legally enforceable interest.
Instrument classification and compliance are fact-specific. Publication does not establish regulatory approval, legal classification, technical validation, investment suitability, liquidity, valuation accuracy, or guaranteed economic performance.
Nothing on this page constitutes an offer or solicitation of securities or legal, securities, investment, tax, valuation, or financial advice.