Why PBS/MPS?

The idea in one sentence

PBS/MPS is a proposed way to carry evidence of a person's contribution through four connected stages: document the contribution, measure the resulting performance, estimate attributable value, and connect that value to a legally valid form of payment or participation.

The problem the paper addresses

Modern value is often created by many people over time. Knowledge, data, judgment, creative work, technical improvements, and operational expertise can enter products, workflows, datasets, and AI systems. Those contributions may continue producing value after the original contributor has left the organization or no longer participates.

Existing institutions can handle corporate ownership and some recognized forms of intellectual property. They are often less equipped to preserve a detailed contribution record, connect that contribution to later outcomes, and carry a valid entitlement across organizations and over time.

The paper calls this the intangible-assets dilemma. It does not argue that every idea should become property or that every contribution should be priced. Its claim is narrower. A provenance-based system may be worth considering when a contribution is identifiable, material, persistent, and connected to measurable downstream value.

The chain that must remain intact

A complete contribution-to-payment system needs every link below:

1. A person or group produces knowledge, data, judgment, expression, feedback, or a process improvement.
2. The contribution is captured in an identifiable form.
3. The contribution enters a model, dataset, product, process, or workflow.
4. The downstream system produces a measurable result.
5. Evidence estimates whether and how the contribution affected that result.
6. A valid contract or law recognizes an entitlement.
7. A payment, royalty, license right, ownership interest, or PBS instrument carries that entitlement.
8. Privacy, correction, appeal, withdrawal, reuse, expiration, and disputes are governed by explicit procedures.

What PBS/MPS proposes

Ten requirements any adequate solution should meet

The paper does not assume PBS/MPS is the answer. It first asks what any solution must do:

1. Persistent provenance: preserve origin, transformation, custody, and derivative relationships.
2. Identity and evidence verification: separate supported claims from self-assertion.
3. Joint-contribution representation: handle teams, prior work, shared inputs, and inseparable contributions without false precision.
4. Measurable performance: connect contributions to relevant outcomes.
5. Uncertainty-aware attribution: disclose confidence, approximation error, model sensitivity, and causal ambiguity.
6. Legal enforceability: connect evidence to a valid right or obligation.
7. Payment or market infrastructure: execute the entitlement without requiring speculative trading when a simpler payment method is enough.
8. Privacy and due process: provide data minimization, access control, correction, appeal, and appropriate deletion or revocation.
9. Incentive compatibility and anti-gaming: reward genuine quality while limiting collusion, metric gaming, contribution stuffing, and oracle capture.
10. Acceptable administrative cost: leave positive value after verification, computation, compliance, disputes, governance, storage, and payment.

A simpler alternative should be preferred whenever it meets these requirements more cheaply, fairly, or reliably.

Alternatives PBS/MPS must beat or complement

The paper compares PBS/MPS with existing and plausible approaches, including:

• conventional intellectual-property licensing;
• employment and work-for-hire agreements;
• collective or sectoral bargaining;
• data trusts and cooperatives;
• statutory AI-training royalties;
• compulsory licensing;
• expanded copyright or patent protection;
• profit sharing and employee equity;
• platform cooperatives;
• collective rights organizations;
• tokenized IP without contribution decomposition; and
• taxation and redistribution.

These alternatives have real strengths. Licensing may be best when a clearly recognized IP right already exists. Collective bargaining may avoid costly and intrusive individual measurement. Profit sharing may be simpler within one firm. Data trusts may provide stronger collective governance. Taxation may address economy-wide concentration without tracing individual contributions.

The strongest objections

When the system should not be used

PBS/MPS should be rejected or narrowed for a domain when:

• provenance cannot meet a minimum evidence standard;
• meaningful performance cannot be observed;
• attribution changes materially under reasonable models;
• no valid or socially defensible entitlement exists;
• privacy costs are disproportionate;
• manipulation cannot be detected reliably;
• administration consumes too much of the value; or
• a simpler alternative performs just as well or better.

Possible substitutes include ordinary licensing, collective bargaining, flat royalties, profit sharing, cooperatives, taxation, or no additional economic right.

What would count as proof?

The paper proposes proof conditions rather than relying on persuasive language.

The claim ladder

Public claims should match the highest level actually supported by evidence:

A responsible pilot

The paper recommends a bounded pilot designed to falsify the framework, not a general market launch:

1. Pre-register the test. Select a narrow contribution type, a comparator, metrics, attribution models, privacy rules, dispute procedures, cost accounting, and stop conditions.
2. Run in shadow mode. Calculate provenance, performance, and allocation without binding economic consequences. Compare results with expert review and conventional contractual allocation.
3. Use a capped payment pool. Introduce limited real payments or royalties without unrestricted secondary speculation.
4. Invite adversarial testing. Independent teams attack identity, provenance, oracle inputs, attribution, and governance.
5. Apply the decision rule. Continue only if the system materially beats the comparator and triggers no stop condition.
6. Replicate. Repeat under an independent operator or at a second site before expanding.

Bottom line

PBS/MPS is not presented in this paper as an inevitable or proven answer. It is presented as a serious candidate for problems that require provenance, performance evidence, uncertain joint attribution, and durable economic participation to work together.

Its strongest contribution is not a declaration of success. It is a testable standard for deciding when the framework deserves to proceed, when it should be combined with simpler institutions, and when it should be rejected.