Public Evidence Index 2.0

Evidence behind the claim.

A controlled, public-safe register for IYABOKO demonstrations, governance frameworks, validation records, research audits and selected evidence that can responsibly be shared.

Public-safeTraceableStatus-labelledLimitations visible
Evidence Architecture

One transparency layer across the IYABOKO platform.

The register separates what is demonstrated, documented, internally checked, pilot-supported, externally reviewed or formally certified. Maturity and evidence quality are recorded separately so development progress is not confused with proof strength.

01

Validation records

Methods, status, limitations, criteria and public-safe validation artefacts.

02

Research evidence

Experiments, audits, protocol records, datasets, reproducible outputs and negative findings.

03

Governance evidence

Evidence quality, maturity, authority boundaries and public governance frameworks.

04

Demonstration evidence

Safe demos, simulations, screenshots and bounded examples that do not imply certification.

Boundary: Presence in this index does not by itself mean independent validation, scientific confirmation, certification, regulatory approval, engineering sign-off, clinical approval or professional authority.
Evidence Register

Search the record, not the marketing claim.

Initial records are intentionally conservative. Q2 is used where the public source and rationale are visible. H0–H6 maturity is left unassigned where the public record does not yet justify a specific maturity classification.

PEI-GOV-001

Core OS Evidence, Maturity & Authority Model

Public EvidenceQ2 Documented

Public documentation of the shared IYABOKO governance foundation, including H0–H6 maturity, Q0–Q5 evidence quality and authority separation.

Evidence typeGovernance
StatusPublished
MaturityNot assigned
Evidence qualityQ2
SupportsA public architecture separating maturity, evidence quality and decision authority.
Does not establishIndependent adoption, external standardisation, certification or third-party effectiveness.
PEI-VAL-001

Validation Status & Claim-Boundary Model

Public EvidenceQ2 Documented

Public guidance separating demonstrations, internal checks, pilot support, external review and formal certification or approval.

Evidence typeValidation governance
StatusPublished
MaturityNot assigned
Evidence qualityQ2
SupportsA visible rule for proportionate claims, limitations and escalation.
Does not establishAutomatic external validation or certification of any individual IYABOKO capability.
PEI-SEN-001

Sentinel 20 Self-Service Readiness Workflow

DemonstrationQ2 Documented

Publicly documented readiness pathway for structured assessment, evidence prompts, gap identification and next-step preparation.

Evidence typeProduct workflow
StatusDemonstrated / available
MaturityNot assigned
Evidence qualityQ2
SupportsExistence and public description of the Sentinel 20 readiness workflow.
Does not establishProfessional approval, certification, predictive accuracy or independently validated outcomes.
PEI-SEN-002

Sentinel Closed-Loop Assurance Architecture

Public EvidenceQ2 Documented

Documented Sentinel workflow linking assessment to findings, remediation, review, reassessment and governed progression.

Evidence typeCapability architecture
StatusPublished
MaturityNot assigned
Evidence qualityQ2
SupportsThe declared closed-loop design and escalation pathway.
Does not establishIndependent assurance, certification or proven performance in every operating environment.
PEI-SPC-001

SpaceCore / IOSTS-R Public Mission Demonstrator

Simulation DemoQ2 Documented

Public simulated mission experience connecting telemetry, digital-twin state, evidence, verification, Sentinel assurance and human-gate boundaries.

Evidence typeSimulation demonstration
StatusDemonstrated
MaturityNot assigned
Evidence qualityQ2
SupportsA bounded public simulation demonstrating the intended evidence-to-review workflow.
Does not establishPhysical spacecraft performance, HIL qualification, flight readiness, operational authority or certification.
PEI-AIW-001

AI Workspace Evidence-Preparation Pathway

Public EvidenceQ2 Documented

Publicly documented AI-supported pathway for research, writing, evidence organisation and project preparation before deeper assessment or human review.

Evidence typeProduct documentation
StatusPublished
MaturityNot assigned
Evidence qualityQ2
SupportsThe declared role of AI Workspace in the wider IYABOKO operating model.
Does not establishScientific validity of user outputs, professional authority or independent quality assurance.
No evidence records match this search or filter.
Evidence Strength

Keep evidence quality separate from maturity.

A developed system can still have weak evidence. An early-stage concept can have strong evidence for a narrow, carefully bounded claim.

Q0 · ClaimNo usable supporting evidence.
Q1 · IndicativeEarly, informal or preliminary support.
Q2 · DocumentedSource, method or rationale is visible and traceable.
Q3 · CorroboratedMore than one supporting element contributes to the evidence position.
Q4 · StrongControlled and traceable evidence supports the claim within a stated scope.
Q5 · High ConfidenceStrong evidence, traceability and clear limitations justify high confidence within scope.
Research Evidence Ledger

PASS, FAIL, NULL and INCONCLUSIVE all belong in the record.

Negative and incomplete results are retained when the method is sufficiently informative. This helps prevent the public evidence register from becoming a catalogue of favourable outcomes only.

Evidence IDExperiment / auditResultEvidence stateKey observationBoundary / next gate
PEI-RES-001 DUWAWIGI TESS–ZTF Cross-Survey Audit 01 FAIL Internal audit · public artefacts pending Seven of eight frozen targets returned no usable ZTF data. The single analysable target, KIC 8553788, produced a frequency error of 110.7% relative to the TESS signature, above the frozen 2% threshold. No target substitution. Publish protocol, hashes, target results and audit artefacts before assigning a stronger public evidence grade.
Research publication rule: Every research record should expose, where public-safe, the protocol version, frozen thresholds, provenance, result, limitations, deviations and supporting artefacts. A FAIL result should not be rewritten as validation.
Show the evidence. Show its strength. Show its limitations. Then make only the claim the evidence can support. This is the governing publication principle for Public Evidence Index 2.0.

Move from public evidence to the right next action.

Review validation, explore a safe demonstration, contact IYABOKO or progress into a separately scoped assessment or human review where appropriate.