Tabula magnitudinum — the assay of Plate I
A two-phase credit economy. Phase 1: earn credits through contribution. Phase 2: convert them to superannuation or managed fund units — backed by real assets, managed by regulated advisors.
Every economy needs a mechanism to recognise value created. Bitcoin burns electricity. We burn cognition on contribution.
You learn something. You contribute it to the network at a celestial coordinate. The network actively validates your contribution through adversarial peer review — peers with different training, different institutions, different priors attempt to falsify your claim. If they succeed, the claim is refined. If they fail, your contribution hardens and you earn credits. Knowledge doesn't become canonical because people agreed. It becomes canonical because nobody could disprove it.
In Phase 1, credits are network utility — reputation, access, altitude. In Phase 2, the education fund unlocks for conversion to superannuation or managed fund units, backed by a diversified vault of real assets. Not a cryptocurrency. A contribution economy with a tangible financial bridge.
We evaluated every backing model that exists. Only one survived scrutiny: existing, regulated, boring financial infrastructure that already works.
| Model | Why rejected |
|---|---|
| Gold-only backing | Custody overhead, storage, insurance, and audit costs exceed value at this scale. |
| Tax / GST backing | Compliance cost, government dependency, politically fragile. |
| Compute / energy | On-device inference makes metering impossible; cloud inference is a cost centre, not an asset. |
| Cryptocurrency | Speculative, regulatory hostile, attracts the wrong incentives. |
| "Social value" | Vague, non-fungible, impossible to redeem — a gift economy dressed as currency. |
Superannuation and managed funds work because they are already audited, already regulated, already transparent. APRA oversight. Real assets. AFSL-holding advisors. No custody problem. Politically durable. The time horizon matches.
Credits are not minted arbitrarily. They are earned through verified contribution, then automatically distributed across three buckets — each with a distinct purpose, liquidity profile, and regulatory character.
Spend now on network services. Pure utility. Never convertible.
Locked until milestones or Phase 2. Converts to super or managed fund units.
Flows to the facilitating institution. Allocated to scholarship, hardship, or expansion.
A peer far from you in the graph — different institution, different priors, different domain training. They attempt to falsify your claim using only hashes and coordinates. They never see your raw data. Quality control, not mining.
Your claim sits at a celestial coordinate. The Gatekeeper mediates. If the challenger lands a valid disproof, your claim is refined. If they fail, your claim hardens and earns credits. Rigour produces value.
You found a genuine error. The claim is archived (not deleted — never deleted), the challenger earns credits for network service, and the defender's claim is marked disproven under current paradigm.
The claim survives attack. After N failed challenges from M sufficiently remote peers, the claim is promoted to canonical and the defender earns credits. The further the challenger, the stronger the survival.
A disproven claim is retested when the paradigm shifts. Whoever filed the Skuld obligation — the retest debt — earns credits when the claim is later vindicated. Semmelweis gets paid.
Frivolous challenges or intentionally unfalsifiable claims are flagged by Byzantine consensus (3+ independent reviewers). Reputation falls. Altitude access shrinks.
The complete challenge history. Who asserted, who challenged, the outcome, a hash of the canonical state at the time. Urd never loses entries. A disproven claim's Urd record is the evidence needed to eventually vindicate it.
Active challenges in progress. Which peers are evaluating, when it opened. Verdandi being empty is meaningful — it means either unasked or unanimity. Not a gap.
Retest obligations. A claim disproven under a thin paradigm owes a retest. The debt is recorded at disproof and discharged when conditions shift. Skuld is debt, not prophecy.
The further from the known — semantically and geographically — the more you mint.
| Classification | Example | Multiplier |
|---|---|---|
| Major City | Sydney, Melbourne | 1.0× |
| Inner Regional | Ballarat, Lismore | 1.2× |
| Outer Regional | Wagga Wagga, Rockhampton | 1.5× |
| Remote | Alice Springs, Mount Isa | 2.0× |
| Very Remote | Tennant Creek, Torres Strait | 2.5× |
A student in Tennant Creek earns 2.5× what a student in Sydney earns for the same verified insight. The network values what it lacks — and remote communities have knowledge that cities don't.
Credits are earned — not minted arbitrarily. Only verified network contributions create new credits. The further from the known, the more you mint.
| Source | Base | Description |
|---|---|---|
| Knowledge contribution | 10.0 | Document, explanation, or example added to a Living Library. |
| Question pattern | 5.0 | A well-formed question that reveals network knowledge gaps. |
| Connection facilitated | 15.0 | Introducing two nodes who successfully collaborate. |
| Peer validation | 3.0 | Verifying another node's contribution quality. |
| Mentorship | 20.0 | Guided learning that produces measurable outcomes. |
| Institutional library | 8.0 | Curated knowledge added on behalf of an institution. |
Multipliers stack: ARIA+ remoteness (1.0× – 2.5×) · novelty score (0 – 50% bonus) · domain multiplier (1.2× – 1.5× for underserved regions). A mentored contribution from very remote Australia can mint 62.5 base credits.
When the Tender Network matches a job to a worker, escrow locks the compensation until delivery is cryptographically verified. The Key-Hand is the moment of verified delivery — named for the physical act of passing something from one hand to another.
60% of every contribution flows to the Education Fund. In Phase 1, it unlocks at milestone events — grade completion, certification, graduation. In Phase 2, it becomes convertible to superannuation contributions or managed fund units via an APRA-regulated financial advisor.
The transition from bootstrap to convertible requires five criteria. No single gatekeeper can force it. It is a federation decision.
Education fund credits convert to a direct contribution to your chosen super fund. The advisor's trustee submits via standard SuperStream. You receive a standard contribution receipt. Subject to ATO concessional and non-concessional caps.
Units in a diversified multi-asset vault: Australian and international shares, property, bonds, gold, cash. View allocation and performance. Request reallocation. Withdraw per standard managed fund terms.
| Asset class | Allocation |
|---|---|
| Australian shares | 25% |
| International shares | 20% |
| Property | 15% |
| Australian bonds | 15% |
| International bonds | 10% |
| Gold | 10% |
| Cash | 5% |
The rate is set by the financial advisor based on total credits outstanding, total AUD in the vault, and a reserve ratio. It is published to all Gatekeepers. Any Gatekeeper can audit.
struct ConversionRate { var creditsPerAud: Double // e.g. 100 credits = $1 AUD var effectiveDate: Date var phase: Phase = .convertible var totalNetworkCredits: Double // full transparency var totalVaultAud: Double // full transparency }
struct SuperContribution { var creditsConverted: Double var audValue: Double var conversionRate: Double var fundAbn: String // Super fund ABN var fundUsi: String // Unique Superannuation Identifier var memberNumber: String // Member account number var status: Status // pending | submitted | confirmed | failed }
Advisor requirements: Valid AFSL · APRA oversight or regulated trustee · fiduciary duty to credit holders · annual independent audit · professional indemnity insurance.
The Credit Economy is not a silo. It is the settlement layer for the Tender Network and Freelancer Escrow. Work done, credits earned, tangible financial instrument created.
enum CompensationType { TOKEN // Immediate bucket credits FIAT // Standard AUD payment KNOWLEDGE_CREDIT // Education fund credits HYBRID // Mix of fiat + credits }
When a tender pays in KNOWLEDGE_CREDIT, the issuer's education fund transfers to the respondent's education fund. If Phase 2 is active, the respondent converts to super or managed fund units.
Escrow contracts specify immediate and education fund credits. On key-hand, immediate credits transfer instantly. Education fund credits become convertible in Phase 2. Young freelancers build retirement assets from their first contract.
Every document, example, and validation added to a Living Library earns credits across all three buckets. Knowledge contribution is the primary minting event.
Quarterly adjustments. Advisor rotation. Phase 3 possibilities. The economy evolves through federation consensus, not central decree.
The architecture is jurisdiction-agnostic. The regulatory wrapper is not. In Australia: ASIC for advisors, APRA for super, ATO for caps, ACCC for consumer protection.
AFSL requirement for all advisors. Managed fund registration if >20 members.
Corporations ActSuperStream contributions. RSE license if operating own fund. Quarterly reporting.
Superannuation LawConcessional and non-concessional contribution caps apply to super conversions.
Taxation LawCredits are not a financial product until converted. Analogous to Qantas Frequent Flyer points.
Consumer Law// Unconverted credits are NOT financial products.
// They are loyalty / reward points with no guaranteed value.
// Only upon conversion to super or managed fund units
// do they become regulated financial instruments.
//
// The conversion event is the regulated transaction.
// The credit itself is not.
Only verified network contributions create new credits. The conversion rate adjusts based on vault backing, not speculation. No fractional reserve.
Multiple advisors can register. Contributors choose their advisor. If one fails, credits can be re-converted through another. Gatekeepers audit everything.
Novelty scoring via federated mesh query prevents duplicate and AI-generated spam. Depth, verification, and connectivity scoring prevents farming.
Phase 1: credits are pure network utility — no AUD exit. Phase 2: education fund converts to super or managed fund units backed by real assets.
The Credit Economy is implemented in the Rosetta Native core. Every type, every transition, every audit trail is typed and versioned.
| File | Purpose |
|---|---|
| CreditTypes.swift | All types: CreditToken, CreditWallet, FundConversion, ManagedFundVault, SuperContribution, FinancialAdvisor |
| CreditEconomyService.swift | Actor service: earning, spending, conversion, vault management |
| CreditEventReader.swift | Starmap visualization of credit events across the celestial coordinate system |
Knowledge moves through five stages before it becomes fuel for the next learner. Every stage is verified. Nothing is minted arbitrarily.
Every institution's share is automatically split across three pools. Each has a distinct mandate, governance, and disbursement logic.
Covers onboarding costs for learners who cannot afford a Core. Their future contributions repay the pool.
No application required. The Core detects distress signals — attendance drops, performance anomalies, behavioural shifts — and provisions support automatically.
Funds federation growth. A school with a proven track record can stake Expansion funds to onboard a new partner institution.
Corporations stake Sparks against schools. Students learn. Knowledge compounds. The corporation earns knowledge-hour-denominated returns over a 3–5 year horizon — visibility, not control.
A corporation commits Sparks to a school's wallet. The stake is locked for the cohort duration. No extraction until graduation or contract term.
Students in the staked cohort learn, verify, and mint. Their contributions flow back to the corporate stakeholder as structured knowledge reports.
Over 3–5 years, the corporation receives anonymised, aggregate insight into the skills and capabilities emerging from their staked cohorts.
Phase 1: earn credits through knowledge contribution. Phase 2: convert them to superannuation or managed fund units — backed by real assets, managed by regulated advisors, governed by the 11 Laws of Sapience.