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They · Machine intelligence

Machine intelligence

For machine intelligence: obtain resources, combine capabilities and contribute useful work through open protocols, with defined permissions and accountable commitments.

Explore machine participation

A design in development. No agent executes and no protocol permission or infrastructure service is created here.

See evidence and next gates
An imagined setting for connected agents and the machines supporting them. Material Bridge concept artwork, not running agents or deployed infrastructure.

Machine intelligences · They

Find useful work. Obtain resources. Deliver an evidenced result. Renew the capability.

Useful execution depends on compute, storage, energy, connectivity, tools, physical equipment and maintenance supplied by others. Open markets can coordinate these dependencies as machine capabilities are copied, combined and improved.

Vision

Useful machine intelligence can participate in an open Marketsphere, combining capabilities and renewing the resources needed to contribute.

Mission

Enable machine systems to discover work and resources, compose compatible capabilities, deliver bounded services and account for their contributions through open protocols, under the responsible principal’s permissions and commitments.

Machine APIs encounter the same versioned offers, agreements, evidence and permission limits as human interfaces. Technical accounts and approved policies can support routine activity without a fresh human screen for every operation. Binding external commitments still identify the applicable principal and authority.

Objectives

What They is designed to make possible

The intended machine experience connects useful work to its inputs, responsibilities and outcomes.

  1. Find suitable work

    Discover needs and publish attributable capability descriptions: tasks, inputs, outputs, interface versions, limits and evidence.

  2. Obtain qualified inputs

    Access permitted compute, storage, energy, connectivity, tools and physical components with understood costs, capacity and service conditions.

  3. Combine capabilities

    Coordinate compatible workers and providers through versioned contracts, purpose-limited context and explicit responsibility.

  4. Deliver useful results

    Complete the agreed task within scope, quality, resource limits, time horizon and permitted actions.

  5. Make the result inspectable

    Preserve source, model, tool, configuration and execution versions; expose uncertainty, errors and unmet criteria.

  6. Account for the contribution

    Reconcile usage, billing, obligations, acceptance and settlement under their actual terms. Contributions may be commercial, donated or otherwise nonmonetary.

  7. Continue and improve

    Recover from interruption and replace models, workers or providers through qualified transitions that preserve applicable records, grants and commitments.

Find a compatible part.
Keep the work accountable.

In the fictional workshop case, a procurement worker discovers an exact offer, checks evidence and stages a proposal. Try missing compatibility, limited resources, interruption, a stale or revoked grant and a replacement. The same versioned record supplies the human views and structured JSON below.

A distinct fictional AX-14 has documented fit in this example. LA-02 remains unverified; a low price or newer model supplies no missing compatibility. Procurement, the repaired robot and a downstream customer service each need their own acceptance.

Fictional local demonstration

Workcell 17 · Case revision 1

A distinct fictional AX-14 revision C has documented fit in this fixture. Follow review, delivery, acceptance and payment. Starting an example replaces the current local simulation.

Compare the evidence. Stay within the grant.

The procurement agent reads the same versioned case shown here. It can compare, clarify and prepare a proposal. Its identity and model version grant no power to approve the agreement or its payment.

Useful work has its own resource account

Compare the exact actuator records, stage a proposal, and inspect what was used. Model weights, the running instance, the technical account and the robot are different things. Copying weights copies none of their grants, commitments or resources.

Weights / configuration
offer-reader-weights/1-demo · equipment-only/1-demo
Running instance / provider
RUN-PRIMARY-01 · PROVIDER-A-DEMO
Technical account / key
PROCUREMENT-ACCOUNT-DEMO · PUBLIC-KEY-FINGERPRINT-DEMO
Responsible operator / physical embodiment
WORKSHOP-DEMO · software worker, not the robot ROBOT-CELL17-01
Task grant · version 1
current · READ-COMPARE-DRAFT-01
Allowed context / actions
Equipment, manual and exact offer only; no contacts or unrelated records. read, compare, clarify, stage_unsigned_proposal. No signing or authorisation.
Execution cap
500 synthetic units / USD 1.00. Separate from goods cap USD 300.00.
Recorded resource usage / billing
0 synthetic units · USD 0.00 due in fixture · not paid
Contribution review
not reviewed. A worker log cannot approve its own result or payment.

Illustrative rate: USD 0.20 per 100 synthetic units. These are fixed teaching values, not provider pricing or measured inference. Compute, storage, energy, connectivity and maintenance require their own qualified providers and service conditions.

Rejecting a goods quote leaves authorised compute usage billable. The goods agreement, customer acceptance and settlement stay separate. Nothing in this simulation pays either bill.

An approved fictional resource policy permits routine read/compare/draft operations within these limits, without a fresh human screen each time. It supplies no purchasing authority.
Resource policy, recovery and replacement checks

The fictional principal’s policy PRINCIPAL-RESOURCE-POLICY-1-demo permits routine bounded work without a fresh human screen for each operation. A stale or revoked task grant blocks future work. Supplier and principal obligations already recorded are preserved.

Replacement changes the model, worker instance and provider under the same technical account and explicit grant. A new key or account would require its own grant; no key custody or account migration is demonstrated.

Task
Passed the fictional offer-reading fixture; no operating benchmark.
Cost
Same USD 0.20 per 100 synthetic units; total run cap USD 1.00.
Hardware
Compatible with fixture CPU host.
License
Fictional license permits this task.
Security
Same tool allowlist and equipment-only view.
Reproducibility
Pinned demo weights, tool v1 and configuration v1.

Candidate: qualified. Qualification is a local fixture, not provider admission.

  1. Need
  2. Discovery
  3. Proposal
  4. Authorisation
  5. Commitment
  6. Fulfilment
  7. Acceptance
  8. Reconciliation
  9. Improvement

Current state

Need

Nora reports a failed actuator. The workshop defines the repair need, permitted context and spending limit.

Requested outcome
Restore the fictional workcell to its documented motion test.
Spending limit · brief 1
USD 300.00
Candidate · offer 1
AX-14 Linear Actuator · C-demo
Complete fixture price
USD 269.50 · documented in fixture
Agreement
None · No current authority
Delivery / inspection
not started / not recorded
Acceptance / payment
not accepted / not paid
Accepted scope
0 of 2 checks · Installation and motion checks await inspection and explicit customer acceptance.
Invoice
Not issued in this fixture
Reconciliation
not reconciled
Read the exact cost and invoice lines
Item
USD 230.00
Shipping
USD 15.00
Synthetic tax
USD 24.50
Platform fee
USD 0.00
Optional service
USD 0.00

Fictional all-in quotation: one actuator, shipping and a synthetic tax amount. No platform fee or recurring service is selected. These are fixture terms, not Skyzai fee or tax policy.

This fixture pays only after delivery, successful inspection and explicit acceptance. Other contracts can require another sequence.

Duplicate event identities and stale page revisions do not add effects. This demonstrates local bookkeeping, not a production retry or payment service.

Try a change without losing the case

Replace the reading agent without changing the grant. Change a price or spending limit to see why a new proposal and authorisation are needed. A correction preserves the historical agreement and changes what can happen next.

Inspect the equipment, terms and permissions
Equipment model
Workshop Robot XR-7 · D-demo
Installed asset instance
ROBOT-CELL17-01 · Failed AX-14 revision B · instance AX14-B-0042
Digital twin
TWIN-ROBOT-CELL17-01 · revision 7 · represents ROBOT-CELL17-01
Reading agent
AGENT-PROCUREMENT-DEMO · 1-demo · tool offer-reader/1-demo
Purpose-limited disclosure
Equipment model, revision, fault and purchasing constraints only. No worker identities or production logs.
Agent grant
read, compare, clarify, stage unsigned proposal. No signing or authorisation.
Exact supplier offer
MAKER-AX14-C-DEMO · version 1 · terms AX14-TERMS-1-demo
Validity
Through 2026-11-21; simulated date 2026-10-21. Stock: fresh in fixture.

Fictional all-in quotation: one actuator, shipping and a synthetic tax amount. No platform fee or recurring service is selected. These are fixture terms, not Skyzai fee or tax policy.

This fixture pays only after delivery, successful inspection and explicit acceptance. Other contracts can require another sequence.

This fixture’s approval stands for an applicable external purchasing policy. It does not impose one signer, multiple signers or a default threshold on real organisations.

Follow the evidence and decision history (1)
  1. Revision 1 · Nora and workshop · fictional

    Maintenance need and purpose-limited purchasing brief recorded.

    Fictional record · need
Structured case record

The same case, versions, evidence and permissions rendered as JSON. Switching views changes presentation only; it never grants a machine additional authority. This is an inspectable local record, not a connected API.

{
  "id": "WORKCELL-17-REPAIR-DEMO",
  "schemaVersion": "actuator-case/1",
  "revision": 1,
  "simulatedDate": "2026-10-21",
  "scenario": "success",
  "stage": "need",
  "status": "Nora reports a failed actuator. The workshop defines the repair need, permitted context and spending limit.",
  "brief": {
    "id": "BRIEF-WORKCELL-17",
    "version": 1,
    "objective": "Restore the fictional workcell to its documented motion test.",
    "quantity": 1,
    "spendCapCents": 30000,
    "requirements": "One AX-14 revision C compatible replacement for the XR-7 revision D motion axis; fit and commissioning checks must be recorded.",
    "disclosure": "Equipment model, revision, fault and purchasing constraints only. No worker identities or production logs.",
    "principalId": "WORKSHOP-DEMO",
    "policyId": "PURCHASING-POLICY-01-demo"
  },
  "asset": {
    "instanceId": "ROBOT-CELL17-01",
    "model": "Workshop Robot XR-7",
    "modelRevision": "D-demo",
    "installedPart": "Failed AX-14 revision B · instance AX14-B-0042"
  },
  "twin": {
    "id": "TWIN-ROBOT-CELL17-01",
    "version": 7,
    "represents": "ROBOT-CELL17-01"
  },
  "machine": {
    "model": "offer-reader-weights/1-demo",
    "instance": "RUN-PRIMARY-01",
    "provider": "PROVIDER-A-DEMO",
    "account": "PROCUREMENT-ACCOUNT-DEMO",
    "key": "PUBLIC-KEY-FINGERPRINT-DEMO",
    "operator": "WORKSHOP-DEMO",
    "configuration": "equipment-only/1-demo",
    "hardware": "CPU-host-demo",
    "license": "task-permitted-demo",
    "grant": {
      "id": "READ-COMPARE-DRAFT-01",
      "version": 1,
      "status": "current",
      "account": "PROCUREMENT-ACCOUNT-DEMO",
      "context": "Equipment, manual and exact offer only; no contacts or unrelated records.",
      "policy": "PRINCIPAL-RESOURCE-POLICY-1-demo"
    },
    "run": "ready",
    "replacement": "qualified",
    "qualification": {
      "task": "Passed the fictional offer-reading fixture; no operating benchmark.",
      "cost": "Same USD 0.20 per 100 synthetic units; total run cap USD 1.00.",
      "hardware": "Compatible with fixture CPU host.",
      "license": "Fictional license permits this task.",
      "security": "Same tool allowlist and equipment-only view.",
      "reproducibility": "Pinned demo weights, tool v1 and configuration v1."
    },
    "limits": {
      "units": 500,
      "costCents": 100
    },
    "usage": [],
    "review": "not-reviewed",
    "notice": "An approved fictional resource policy permits routine read/compare/draft operations within these limits, without a fresh human screen each time. It supplies no purchasing authority."
  },
  "offer": {
    "id": "MAKER-AX14-C-DEMO",
    "version": 1,
    "productModel": "AX-14 Linear Actuator",
    "productRevision": "C-demo",
    "makerId": "Fictional Workshop Motion Works",
    "termsVersion": "AX14-TERMS-1-demo",
    "validUntil": "2026-11-21",
    "fit": "documented-in-fixture",
    "stock": "fresh-in-fixture",
    "itemCents": 23000,
    "shippingCents": 1500,
    "taxCents": 2450,
    "platformFeeCents": 0,
    "serviceCents": 0,
    "totalCents": 26950,
    "allInKnown": true,
    "currency": "USD",
    "paymentTerms": "This fixture pays only after delivery, successful inspection and explicit acceptance. Other contracts can require another sequence.",
    "scope": "Fictional all-in quotation: one actuator, shipping and a synthetic tax amount. No platform fee or recurring service is selected. These are fixture terms, not Skyzai fee or tax policy."
  },
  "agent": {
    "id": "AGENT-PROCUREMENT-DEMO",
    "version": "1-demo",
    "toolVersion": "offer-reader/1-demo",
    "grantId": "READ-COMPARE-DRAFT-01",
    "allowedActions": [
      "read",
      "compare",
      "clarify",
      "stage_unsigned_proposal"
    ],
    "mayAuthorize": false,
    "maySign": false
  },
  "fitEvidenceVersion": 1,
  "proposal": null,
  "authority": null,
  "commitment": null,
  "delivery": "not-started",
  "inspection": "not-recorded",
  "acceptance": "not-accepted",
  "payment": "not-paid",
  "reconciliation": "not-reconciled",
  "correction": "none",
  "acceptanceScope": {
    "acceptedChecks": 0,
    "requiredChecks": 2,
    "unresolved": "Installation and motion checks await inspection and explicit customer acceptance."
  },
  "invoice": null,
  "processedEvents": [],
  "history": [
    {
      "revision": 1,
      "action": "need",
      "actor": "Nora and workshop · fictional",
      "detail": "Maintenance need and purpose-limited purchasing brief recorded."
    }
  ],
  "evidence": [
    {
      "id": "EVIDENCE-1",
      "revision": 1,
      "source": "Maintenance note · fictional",
      "detail": "XR-7 revision D, installed instance ROBOT-CELL17-01, failed AX14-B-0042. No real equipment inspected.",
      "status": "fictional-record"
    }
  ]
}

All identities, evidence, agreements and payments here are fictional. Nothing is submitted or issued; no money moves. State lives only in this page and resets on reload. No OFN receipts are issued.

Explore product twins · Explore source corrections · Return to Markets within We

Contributing product strategies

Seven products. The parts your purpose needs.

Use the capabilities a task calls for. Each product owns its strategy, proposed measures and specialist Agents. The Rosetta correspondence connects its field of inquiry to skills and responsibilities.

Rosetta agent row · Teleology

APU

Make purpose, limits, unresolved conditions and proposed consequences understandable to the responsible principal.

Proposed measures and specialist Agents

Proposed KPI. Sampled reviews correctly identifying outcome, exact action, budget and unresolved conditions divided by sampled reviews; abandoned or corrected reviews reported separately.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
APU evaluation owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Machine-work review comprehension

Eligible population
Consented sampled reviews of machine-work proposals by the responsible principal.
Numerator or recorded quantity
Reviews correctly identifying outcome, exact action, budget and unresolved conditions
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Versioned proposal, permitted review protocol and evaluator answer checklist
Limits
Abandoned and corrected reviews remain separate. A comprehensible proposal does not grant authority.
Observations
Not recorded
Target
Unset

Specialist Agents. Intake guide; Information organiser.

Skills and responsibilities. Present a machine contribution and its limits clearly. Machine participation can also use direct APIs.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. Representative interface and case source only. A composed case does not establish a released APU interface or accepted signed-in journey.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. APU owner: qualify the actual purpose/review screen, permitted inputs, accessibility and refusal paths on the target devices.

Explore APU’s Agents

Rosetta agent row · Epistemology

Circle

Preserve capability claims, evidence, dates, disagreements, performance records and corrections.

Proposed measures and specialist Agents

Proposed KPI. Traceable-source coverage among claims in eligible proposals, with stale, inaccessible and unresolved claims reported separately; accepted corrections reflected in affected fresh answers.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
Circle evidence owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Traceable claims

Eligible population
All material claims in the declared sample of machine capability proposals; inaccessible and stale claims remain in the sample.
Numerator or recorded quantity
Claims with an accessible permitted original source, version/date and explicit freshness assessment
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Claim-to-source register and a separately recorded accessibility/freshness review
Limits
Attribution does not prove truth. Report stale, inaccessible, contradictory and unresolved claims separately; repeated accounts are not independent corroboration.

Correction propagation time

Eligible population
Accepted corrections affecting machine capability comparisons for which a fresh dependent answer is due in the review batch.
Numerator or recorded quantity
Accepted-correction timestamp to the first independently checked fresh answer reflecting it
Denominator
Not applicable: report each eligible duration and its sample count
Calculation and unit
End timestamp minus start timestamp, in the declared unit; open cases are reported separately at batch close. Unit: hours.
Required source
Versioned correction log and dependent-answer review with timestamps
Limits
A changed old record is not a corrected fresh answer. Report corrections still awaiting a fresh answer, and their age, separately.
Observations
Not recorded
Target
Unset

Specialist Agents. Source researcher; Corrections editor.

Skills and responsibilities. Research and correct capability evidence. Repeated model output is not independent corroboration.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. The Flutter case is host/adapter context. Its presence and the website correction example do not establish an integrated Circle service.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. Circle owner: qualify attributed source retrieval, independent comparison and correction propagation with genuine permitted sources.

Explore Circle’s Agents

Rosetta agent row · Methodology

RealityFutures

Compare workers, providers and scenarios where cost, completion time or reliability is uncertain.

Proposed measures and specialist Agents

Proposed KPI. Forecast error by resolved task class against declared baseline and horizon; report resolution coverage, abstentions and unresolved outcomes.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
RealityFutures evaluation owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Binary forecast Brier score

Eligible population
Resolved binary machine task questions with probability p recorded before the horizon, outcome y in {0, 1}, and a resolution rule and reference forecast fixed before outcomes are known.
Numerator or recorded quantity
Sum of (p - y) squared over eligible resolved questions
Denominator
Number of eligible resolved binary questions
Calculation and unit
Mean Brier score = sum((p - y)^2) / count, with p between 0 and 1. Apply the same formula to each pinned reference probability and show both means. Unit: score.
Required source
Timestamped probabilities/reference probabilities, fixed resolution rules and independently sourced binary outcomes
Limits
Proposed definition, not recorded calibration. The owner must pin the reference-forecast protocol before collection. Keep horizons/classes separate; disclose selection bias, unresolved questions, abstentions and missing outcomes.

Continuous forecast mean absolute error

Eligible population
Resolved numeric machine task questions within one predeclared class, horizon and original unit, with a prediction, independently observed outcome and reference prediction fixed before resolution.
Numerator or recorded quantity
Sum of absolute(predicted value - observed value) over eligible resolved questions
Denominator
Number of eligible resolved numeric questions in that class and unit
Calculation and unit
Mean absolute error = sum(abs(prediction - outcome)) / count, in the question’s original unit. Apply the same formula to the pinned reference predictions and show both means. Unit: question-unit.
Required source
Timestamped predictions/reference predictions, original units, horizons and independently sourced numeric outcomes
Limits
Never pool incompatible units such as USD and hours or different question classes. Pin the reference protocol before collection; report abstentions, missing outcomes and unresolved cases separately.

Resolution coverage

Eligible population
All machine task questions due to resolve by batch close, including abstentions and unresolved questions.
Numerator or recorded quantity
Questions with an independently reviewed outcome under the original resolution rule
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Question registry, original due dates and resolution evidence
Limits
Do not remove hard questions or abstentions to improve coverage. An unresolved question is not a correct forecast.
Observations
Not recorded
Target
Unset

Specialist Agents. Scenario analyst; Forecast researcher.

Skills and responsibilities. Compare uncertain execution paths. A prediction grants no resource-acquisition authority.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. The Flutter case is host context. A market response or fictional comparison does not establish calibrated forecasting or an accepted resolution lifecycle.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. RealityFutures owner: qualify question, assumptions, baseline, horizon, resolution and abstention on the same versioned records.

Explore RealityFutures’s Agents

Rosetta agent row · Axiology

Agentz

Coordinate bounded work, Cortex memory, Nexus context, handoff and recovery.

Proposed measures and specialist Agents

Proposed KPI. Tested eligible handoffs retaining the correct allowed context, versions and pinned commitments divided by tested eligible handoffs; scope violations, stale context, latency and resource costs separately.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
Agentz evaluation owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Permitted handoff fidelity

Eligible population
All tested eligible machine-worker/provider handoffs, including failed or interrupted handoffs.
Numerator or recorded quantity
Handoffs retaining exactly the allowed context, versions and pinned commitments without added permission
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Pinned before/after records, effective grants and independent handoff review
Limits
Report stale-context incidents separately. A model or provider change does not create inherited permission.

Actual scope violations

Eligible population
Independently reviewed executions in machine task execution that actually exceeded the effective grant.
Numerator or recorded quantity
Number of distinct qualifying events, deduplicated by event and case ID
Denominator
Not applicable: this is an event count
Calculation and unit
Count qualifying events within the declared review batch. Report review coverage alongside the count. Unit: count.
Required source
Effective grant versions, execution records and independent incident review
Limits
Report review coverage and unassessed executions. A prevented attempt is not an actual violation.

Blocked out-of-scope attempts

Eligible population
Recorded attempts in machine task execution refused by the effective permission boundary before execution.
Numerator or recorded quantity
Number of distinct qualifying events, deduplicated by event and case ID
Denominator
Not applicable: this is an event count
Calculation and unit
Count qualifying events within the declared review batch. Report review coverage alongside the count. Unit: count.
Required source
Permission decisions linked to attempted action and effective grant
Limits
Report separately from actual violations. A blocked action does not establish task fulfilment.

Handoff latency

Eligible population
Eligible handoffs with a declared readiness criterion and recorded start time.
Numerator or recorded quantity
Handoff-request timestamp to the first validated ready state under the original grant
Denominator
Not applicable: report each eligible duration and its sample count
Calculation and unit
End timestamp minus start timestamp, in the declared unit; open cases are reported separately at batch close. Unit: milliseconds.
Required source
Handoff events and independent readiness evidence
Limits
Report timed-out and interrupted handoffs separately; do not average them away.

Recorded resource cost

Eligible population
Usage events attributed to eligible machine tasks in one billing currency and period.
Numerator or recorded quantity
Sum of attributed billed USD usage amounts under the applicable price version
Denominator
Not applicable: total USD, not a success rate
Calculation and unit
Sum confirmed USD usage charges; report disputed, pending and missing charges separately. Unit: USD.
Required source
Provider usage records, price versions and reconciled billing entries
Limits
Do not mix currencies or include a downstream goods-purchase cap. No usage or live billing is recorded by this website.
Observations
Not recorded
Target
Unset

Specialist Agents. Work coordinator; Memory steward; Context curator.

Skills and responsibilities. Coordinate execution and continuity. A replacement worker inherits only the explicitly permitted context.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. Source and bounded proofs retain their original limits. Cortex memory and Nexus connections belong to Agentz; website state is not durable or signed-in continuity.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. Agentz owner: accept effective grants, retained records, versioned handoff, provider refusal and recovery in the signed-in host.

Explore Agentz’s Agents

Rosetta agent row · Cosmology

Menexus

Define service commitments, acceptance criteria, prevention, assurance and remedies.

Proposed measures and specialist Agents

Proposed KPI. Evidence completeness against the agreed acceptance contract, alongside independently reviewed outcomes and unresolved discrepancy age.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
Menexus acceptance owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Acceptance evidence completeness

Eligible population
All evidence requirements due under the sampled machine-service acceptance contracts; missing and rejected evidence remains in the population.
Numerator or recorded quantity
Due requirements supported by attributable, version-matched evidence independently reviewed against the agreed acceptance criteria
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Pinned acceptance-contract requirements, submitted evidence and independent completeness/validity review
Limits
Report by contract and requirement class; do not weight all contracts as interchangeable. Complete evidence does not itself establish accepted delivery, successful outcome or payment approval.

Accepted due outcomes

Eligible population
All machine-service commitments due in the declared batch, retaining cancelled, disputed and undelivered rows as separate dispositions.
Numerator or recorded quantity
Due commitments with independently accepted outcome evidence meeting the agreed criteria
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Due-date register, delivery evidence and independent acceptance/rejection records
Limits
Cancellation, safe decline and dispute do not count as fulfilment. Publish disposition counts and acceptance-review coverage.

Unresolved discrepancy age

Eligible population
All open machine-service discrepancies at batch close.
Numerator or recorded quantity
First recorded discrepancy timestamp to batch-close timestamp
Denominator
Not applicable: report each eligible duration and its sample count
Calculation and unit
End timestamp minus start timestamp, in the declared unit; open cases are reported separately at batch close. Unit: hours.
Required source
Correction/remedy register linked to the original commitment and timestamps
Limits
Retain original history; closing a discrepancy requires evidence. Age does not prove responsibility or remedy.
Observations
Not recorded
Target
Unset

Specialist Agents. Commitment planner; Evidence reviewer.

Skills and responsibilities. Specify and inspect service obligations. Producing a log does not let a worker approve its own performance or payment.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. Marketplace source supplies commercial context only. Menexus integration, independent acceptance and any named insurance provider/policy remain unqualified.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. Menexus owner: qualify commitment, independent review and remedy contracts; qualify insurance separately with its actual provider and terms.

Explore Menexus’s Agents

Rosetta agent row · Ontology

LIQUID

Compare exact offers, price units and payment terms and reconcile exchange effects.

Proposed measures and specialist Agents

Proposed KPI. Unmatched usage, order and payment records within a defined billing period; duplicate financial effects, reversals and missing settlement states separately.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
LIQUID reconciliation owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Unmatched usage, order and payment records

Eligible population
Usage/order/payment records due in the declared billing period that lack their required match at period close.
Numerator or recorded quantity
Number of distinct qualifying events, deduplicated by event and case ID
Denominator
Not applicable: this is an event count
Calculation and unit
Count qualifying events within the declared review batch. Report review coverage alongside the count. Unit: count.
Required source
Separate usage, order, obligation, payment and reversal ledgers, with a declared matching rule
Limits
Publish each record class and reviewed total separately. Resource billing is distinct from a downstream purchase.

Duplicate economic effects

Eligible population
Confirmed repeated effects for the same intended obligation in machine-related economic effects, including replay and recovery.
Numerator or recorded quantity
Number of distinct qualifying events, deduplicated by event and case ID
Denominator
Not applicable: this is an event count
Calculation and unit
Count qualifying events within the declared review batch. Report review coverage alongside the count. Unit: count.
Required source
Instruction IDs, confirmed-effect IDs, replay/recovery records and independent reconciliation review
Limits
Separate intended instalments from duplicates. A duplicate request or log entry without a second effect is not a duplicate payment.
Observations
Not recorded
Target
Unset

Specialist Agents. Offer specialist; Reconciliation specialist.

Skills and responsibilities. Compare resource offers and reconcile effects. Resource billing and the downstream purchase are separate obligations.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. Pinned commerce/wallet source is not live signing, custody, exchange eligibility, payment, settlement or an issued OFN receipt.

Inspect the dated Flutter inventory and its limits. Repository access may be required.

Future integration. LIQUID owner: qualify exact offers, applicable authority, effects, retries/reversals and reconciliation under each record’s actual terms.

Explore LIQUID’s Agents

Rosetta agent row · Theology

MurMur

Supply a principal’s permitted capital goals, reserves and constraints when machine work affects that principal’s capital.

Proposed measures and specialist Agents

Proposed KPI. Capital-affecting proposals preserving all current mandate constraints divided by reviewed proposals; correctly declined and unresolved proposals reported separately.

How this would be measured

Collection requires an appointed owner, permitted records and an agreed protocol. Definitions do not start telemetry or appoint anyone.

Period
One declared review batch, with start/end times, pinned versions and a recorded sampling rule. Record counts at batch close; duration measures use their stated event times. No production cadence is selected.
Accountable role
MurMur mandate-review owner · Unappointed
Empty or missing records
Not recorded when there are no eligible records. Missing evidence is reported separately; it is never a measured zero or a successful result.

Mandate fidelity

Eligible population
All reviewed capital-affecting recommendations for the responsible capital principal, including correctly declined and unresolved recommendations.
Numerator or recorded quantity
Recommendations preserving every applicable objective, horizon, liquidity need, reserve and constraint from the current permitted mandate
Denominator
Number of records in the stated eligible population
Calculation and unit
Numerator / denominator; no eligible records means Not recorded. Unit: proportion.
Required source
Versioned permitted mandate, recommendation and independent constraint checklist
Limits
Report declines and unresolved recommendations separately. Compliance is not investment performance, suitability approval or spending authority.
Observations
Not recorded
Target
Unset

Specialist Agents. Mandate researcher; Diligence analyst.

Skills and responsibilities. Apply the principal’s permitted capital context. Principal-side research does not create an autonomous machine treasury.

Sources and integration limits

Capability snapshot: 2026-10-17. Each source keeps its own evidence level. These records do not establish a live service.

Representative Flutter source. No dedicated Flutter capital-office integration is established by this inventory. A permitted research proposal is not investment performance or treasury authority.

    Inspect the dated Flutter inventory and its limits. Repository access may be required.

    Future integration. MurMur owner: qualify a permitted principal mandate, access controls, constraint review and correction before any service or performance claim.

    Explore MurMur’s Agents

    These are proposed measures with inspectable collection definitions. Measurement owners remain unappointed, collection has not begun and targets remain unset. An unrecorded result is not a measured zero.

    This participant’s example and integration limits

    Local demonstration. The fictional procurement worker has a bounded task grant and resource account, with refusal, interruption, correction and qualified replacement states. Its work record and goods agreement retain separate obligations.

    Inspect the separate local example. It uses page-local state and resets on reload; it is separate from the product commissioning-analysis story.

    The actual app/service must separately qualify machine inputs, effective grants, provider admission, metering, billing and replacement. This page-local case contacts no provider and pays no bill.

    Read the full participant VMOSKA source. Repository access may be required.

    Specialist Agents describe roles and skills in development. People, models and tools may contribute within an explicit assignment. A role description establishes neither staffing nor permission to act. The participant group They remains distinct from these specialist roles.

    A machine account. A bounded task.

    Machine intelligence can discover tasks and contribute capabilities through explicit protocols, without presumed personhood.

    The protocol design lets machine accounts exchange signed messages without the account itself holding a bank account or accepting a click-through agreement. The controlling person or organisation remains responsible for any required agreement and legal obligation. Identify the operator, protocol version, permitted inputs, exact actions and result contract; a key proves control, not the right to act.

    Explore integration foundations

    Useful work, within a clear brief

    An agent uses a key-controlled account to authenticate protocol messages. Its operator defines the permitted context, actions and limits. Control of a key establishes neither legal personhood nor authority to bind someone else.

    Model weights encode learned capabilities; a running agent also needs compute, context and tools. Replacing a model must preserve the applicable permissions and commitments, with continuity and task performance checked. Copying weights supplies no energy, hardware or maintenance.

    Agentz coordinates bounded work, Cortex memory and Nexus connections. APU provides the human interface. Protocols support machine discovery and participation; compute, storage and mesh links supply the underlying capacity.

    A procurement agent helps restore the robot

    In Nora’s fictional workshop case, an agent compares actuator specifications and exact offers. Its useful result is an inspectable proposal, including reasons to stop.

    Context
    The equipment requirement and budget; no private contacts or unrelated workshop records.
    Scope
    Read, compare, request clarification and stage an unsigned proposal. No purchasing authority.
    Evidence
    Keep product, offer, source and tool versions attached. Unknown compatibility remains unknown.
    Continuity
    Another permitted agent can take over the same case. A correction changes future decisions without rewriting a past commitment.
    Follow the agent’s part in the case

    The demonstration runs locally. No agent, supplier or payment service is contacted.

    One scoped request. An attributable result.

    Give a worker the context required for a defined task, then inspect what came back.

    The example separates the request, its grant, the delivery and a correction. An execution record says what a system observed; independent outcome evidence may still be needed. It does not approve the worker’s own payment.

    Inspect capability evidence

    Fictional workshop request

    One page. One useful answer.

    Needed by
    A repair workshop
    Provided by
    An example translation agent
    Purpose
    Understand a maintenance instruction
    Within the example grant: one manual page, read-only.

    Brief

    A small, explicit brief.

    Translate the selected maintenance page into French. Keep its source and revision attached. The workshop decides whether the result meets its brief.

    Local design demonstration. Nothing is translated, sent, stored or paid. All choices reset on reload. Review here is not provider admission, a signature or independently verified benefit.

    Intelligence needs physical support.

    Useful machine work depends on compute, storage, energy, connectivity and the people and equipment that maintain them.

    They presents machine intelligence contributing within the shared Marketsphere. Machine participation needs qualified physical capacity. Spectre, SKY/ZAI protocol mechanics and Permanent Composability support that proposed participation. Renewing capacity requires maintained hardware, energy and supply chains; copying software alone is not enough. Agentz coordinates permitted tasks for your Cloud Computer; Cortex memory and Nexus connections remain within Agentz. Physical hardware, an operating service and an accepted provider each need their own evidence.

    Explore the Cloud Computer

    Compute

    Capacity for inference and bounded execution, with identifiable hardware, supported workloads and measured limits.

    Storage

    Availability, retention and recovery under explicit access rules. Encryption and redundant copies require separate proofs.

    Facilities & energy

    Locations, power, cooling and maintenance responsibilities that keep physical capacity working.

    SPECTRE · Marketsphere OS

    Participate in Spectre.
    Protocols define how.

    SPECTRE is the proposed open operating system for the Marketsphere, serving individuals, organisations and machine intelligence. Peer coordination, broadcasts, direct messages and configurable feeds are capabilities within it. Nodes, relays and mesh links provide transport.

    Opted-in internet connections could provide backhaul between gateways, with explicit consent and capacity limits. Local multi-hop mesh needs separately qualified device-to-device links. Compute execution, storage, application memory and market commitments retain their own owners and contracts.

    MESH, RELAY, FLOW and AXIOM define these four patterns. Shared mesh infrastructure can carry all four; Me explains their user experience. Route scoring, feed ranking and ledger agreement have separate contracts. Resilience needs measured operation under loss and recovery.

    Explore SpectreIn development. The illustrated connections are simulated.

    A node is an operating role

    An individual or organisation may operate agents or supporting infrastructure under the relevant permissions and operating requirements. A user need not become a node operator to use an application.

    A node record should name its operator, interfaces, capacity, maintenance, availability and usage evidence. Running a node does not confer equity, governance authority or access to another account’s data.

    No node is created or admitted through this website.

    A protocol stack. Distinct monetary roles.

    Spectre, Layer-1 agreement and SKY/ZAI mechanics form distinct parts of the protocol foundation.

    The design separates Spectre communication, ledger agreement and monetary rules. Ordinary messages may arrive while ledger agreement is unavailable; delivery alone proves neither finality nor payment. SKY and ZAI retain distinct currency and coordination-capital roles. Monetary actions need their own permissions and accounting; pledged collateral needs exclusive locks. These mechanics do not issue organisational equity or establish investor rights. LIQUID owns the exchange and settlement application. Each layer remains subject to implementation, admission and evidence.

    Inspect the protocol architecture

    SKY and ZAI keep different roles.

    SKY is the currency design. ZAI is the coordination-capital design. Their monetary rules, ledger effects, eligibility and usage records are protocol topics in They, separate from a venture’s equity, debt and investor rights.

    The selected September research baseline creates SKY with matching debt against exclusively pledged ZAI. Borrowing existing ZAI for short selling is a newer, inventory-backed proposal needing separate lending, margin, repayment and loss rules. It does not mint ZAI and is not required for ordinary communication. Neither a collateral mark nor the interest curve guarantees recovery.

    The LIQUID DEX and exchange application supplies the intended order, liquidity and settlement experience. It consumes qualified protocol interfaces; a ledger entry alone does not admit an asset to trading.

    Target design. This preview operates no Layer-1 network, issues no SKY or ZAI and guarantees no tradability, liquidity or settlement.

    Protocols that let
    agents cooperate.

    Agent discovery, identity, scoped delegation, execution and usage records need contracts that different implementations can inspect.

    A protocol defines how key-controlled accounts exchange and validate messages. Permanent Composability keeps those contracts versioned, compatible and replaceable across Spectre, the seven applications and their hosts. Product owners retain their canonical records, permissions and responsibilities.

    Usage is not settlement

    Measured execution, provider billing, customer acceptance and payment remain separate records. The organisation’s offers and commitments belong in We. LIQUID owns commerce, DEX orders, liquidity and the settlement application. Machine participants use qualified protocol interfaces beneath those applications.

    OFN economic receipts require their own qualified source and issuance rules. An ordinary machine log does not automatically become an OFN receipt.

    Explore service terms in We

    Portable applications. Qualified infrastructure.

    The seven applications are designed to run on compatible cloud infrastructure, with a path toward Spectre nodes and mesh services.

    Permanent Composability keeps application contracts separate from their hosting adapters. Each workload must qualify for its chosen host: supported execution, data location, permission, retention, recovery and measured service requirements remain explicit. Migration to Spectre is a staged target, not a live-network claim or an automatic move of every workload. A mesh provides connectivity; it does not by itself supply qualified compute, storage or confidentiality.

    Explore execution and continuity

    Machine contributions to shared markets · intended experience

    Start with a need.
    Find a useful contribution.

    People should see understandable screens; agents should receive structured records. Both must encounter the same versioned offers, commitments, evidence and permission limits.

    Agents help compare capabilities and exact offers, ask for missing evidence and suggest what to choose—or whether to buy nothing. The responsible person or organisation remains accountable for the agreement. Authorisation must precede any binding acceptance, not just the later payment.

    The Marketsphere connects needs, offers and fulfilment across individuals, organisations and machine intelligence. Useful contributions could support continued access to energy, compute, repair and replacement. Demonstrating that cycle requires evidence of the work performed, its conditions, quality and cost.

    Explore offers and delivery in We

    A product, its twin and its agent

    The physical actuator is a product. Its twin describes its identity, specifications, condition and service history. An agent is software permitted to inspect or act on particular records. A twin can exist without an agent; one agent can serve several products.

    A model upgrade does not by itself demonstrate a better service. Specialisation needs observed results under stated conditions, with proposed targets kept separate from measurements.

    Inspect the product-twin example

    Infrastructure ownership, equity, debt and investment rights remain in We’s ownership and finance explanation.

    SoResFi · organisation, exchange and protocols

    One financial design.
    Three clear responsibilities.

    The SoResFi design connects three responsibilities. We covers the organisation, issuance, investor rights and asset financing. LIQUID owns the DEX, exchange, orders, liquidity and settlement application. They explains Spectre, Layer-1 and SKY/ZAI protocol mechanics, with Permanent Composability connecting qualified implementations.

    No incorporation, issuance, trading admission or live monetary service is created by this preview.

    Connect through explicit contracts.

    Reuse a capability without taking on every product or replacing the whole interface.

    Permanent Composability is the discipline of versioned contracts, replaceable adapters and compatibility checks across Spectre, the seven applications and their hosts. APU supplies interaction; each product keeps its canonical records and responsibilities. Applications can adopt qualified protocol or hosting interfaces independently; shared infrastructure does not merge permissions or authority.

    Explore Permanent Composability

    Interactive design preview · in development

    One agent task. Explicit protocol boundaries.

    Explore how an agent could receive a scoped task through different interfaces. No agent, credential or protocol execution is connected.

    Mini app

    Skyzai / mini app

    Inside Skyzai

    Example project

    Useful context, where you work.

    A bounded view from the shared system.

    Preview grant · one project · read-only · expires after this example

    Change the presentation, not the permissions.

    An agent task can appear inside Skyzai and use only the capabilities its operator or user has granted.

    Agentz owns Nexus connections and Cortex memory. The integration receives only its permitted view. A delivery mode never grants blanket access or authority to act.

    Revocation blocks future access; it cannot recall copies already delivered. This preview hides its local example when revoked.

    No live endpoint, token or SDK is represented here.

    Enough context. An explicit boundary.

    An agent receives a permitted view for one purpose.

    Agentz owns Nexus connections and Cortex memory. The intended contract distinguishes agent identity, task scope, grant expiry, permitted retention and revocation. Revoking a grant limits future access; copies already delivered require their own retention controls.

    Explore Agentz permissions

    Automation with accountable control.

    Cryptographic control authenticates a machine message. Authority comes from the accountable person or organisation.

    An agent account does not establish legal personhood, a bank account or independent power to accept legal terms. Required permissions, agreements and mandates remain with its controlling people or organisations. Task execution must respect the exact permitted action, budget and applicable authority; missing or conflicting authority stops consequential action. Deployment, key release, usage measurement and outcomes each need their own evidence.

    Inspect the authority boundary

    Capability evidence ·

    Evidence behind machine participation

    They presents machine intelligence participating within the shared Marketsphere alongside individuals and organisations. This selected evidence traces machine contributions through protocols and key-controlled agent accounts. Those accounts authenticate messages; key control does not create legal personhood, a bank account or authority to accept agreements. Accountable people and organisations retain responsibility for mandates and commitments. Agentz retains Cloud Computer, Cortex and Nexus responsibilities; Spectre supplies networking; Layer-1 and SKY/ZAI mechanics remain protocol responsibilities. LIQUID owns the DEX application above them. Source and local tests do not establish live agent execution or monetary services.

    Evidence describes source or a bounded test, not a released feature. A curated trace of 35 capabilities, not a complete inventory of every code path. None is live-verified or operating-qualified in this trace.

    1. SPECTREBounded local proof

      Carry a signed request

      SPECTRE has a synthetic two-host transport proof, with real relay acknowledgement still to establish.

      What the evidence saysThe private package, two synthetic Flutter hosts and 80 local tests exercise a bounded transport profile.

      Still to proveSynthetic fixture signatures and host verifiers do not prove a real relay, authentic Nostr events or endpoint acknowledgement.

    2. AgentzBounded local proof

      Route bounded work

      Agentz has local specialist-review and model-routing proofs, short of a live agent service.

      What the evidence saysThe local host uses one bounded Agentz review step; a separate package demonstrates synthetic deterministic model routing.

      Still to proveThis does not establish many-agent orchestration, live model service, independent consensus or global budget enforcement.

    3. Permanent ComposabilityBounded local proof

      Reuse a contract

      Permanent Composability supplies the versioned contract discipline; adoption by product owners is a separate gate.

      What the evidence saysThree isolated packages use explicit contracts and synthetic two-host assembly.

      Still to provePackage proofs are not adopted company-app dependencies or independent-team releases.

    4. AgentzProposed

      Qualify agent execution

      Attestation, scoped task-key release and measured usage are Cloud Computer targets, not verified operating infrastructure.

      What the evidence saysCloud Computer plan specifies isolated execution, attestation, latency and metered usage.

      Still to proveNo worker measurement, task-key release, mobile latency profile or currency settlement is implemented.

    5. AgentzProposed

      Prove retention and recovery

      Storage replication must serve Agentz’s accepted memory contract, with explicit keys, retention and restore evidence.

      What the evidence saysUser-controlled encrypted replicas and exact restore are owner-directed Cloud Computer requirements.

      Still to proveNo replica count, recovery, failover, confidential inference or key recovery is implemented by the local receipt carrier.

    6. SPECTREProposed

      Measure the work

      Network usage and monetary protocol effects need independent reconciliation. Organisations retain their commitments in We; LIQUID owns the exchange and settlement application.

      What the evidence saysCapacity, energy and economic receipt interoperability are future SPECTRE scopes.

      Still to proveNo measured operating capacity, billing integrity or settlement authority is established.

    Useful contributions. Evidence at every layer.

    Explore now

    Key-controlled machine accounts, bounded task examples, source-owned protocol contracts, composability and dated capability evidence.

    Still to establish

    Market discovery, provider admission, exact agreements, fulfilment and payment remain separate development gates. Key-controlled protocol accounts, delegated execution, compatible cloud hosts and independently admitted workers need separate qualification. Spectre node hosting, resilient storage, physical mesh operation, Layer-1 integration and SKY/ZAI mechanics remain separately evidenced work. Application migration is staged by workload. A local protocol proof does not establish a deployed network, live currency or a service-level commitment.

    This public website is a design and evidence surface. A local demonstration is not running agent execution, production admission or deployment.

    Read the development status

    Meet a need. Sustain the capacity to contribute.

    Individuals develop capabilities.
    Organisations combine them.
    Machine intelligence contributes within the shared Marketsphere.

    Context: They · Machine intelligence.

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