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"schema_version": 1,
"as_of": "2026-09-27",
"as_of_commit": "f9d926a9209dc17a11fbe29c6c82074824f75aa0",
"title": "MHRN scientific maturity timeline",
"scope_note": "Scientific maturity is intentionally separate from engineering maturity. Scores summarize registered questions, frozen protocols, collected DATA, human-reviewed EVID, independent replication and attribution. They do not measure intelligence, consciousness or biological equivalence. Gewichteter Bearbeitungsindex, keine Wahrscheinlichkeit. Berechnungskorrektur vom 24.10.2026 bei unveraenderten Kriterien; kein neuer Evidenzgewinn. Pflichtpruefungen gelten unabhaengig vom Prozentwert.",
"integrity_note": "Repository checks reduce attribution and text-recycling risk but cannot certify plagiarism-freedom. External similarity review and human source verification remain pre-submission requirements.",
"status_scale": {
"met": 1,
"partial": 0.5,
"open": 0,
"not_applicable": null
},
"weights": {
"research_question": 0.15,
"protocol": 0.2,
"data": 0.2,
"reviewed_evidence": 0.2,
"independent_replication": 0.15,
"attribution": 0.1
},
"stages": [
{
"stage": 0,
"name": "Einzelne Nervenzelle",
"score": 0.925,
"status": "advanced",
"claim_boundary": "Die eingefrorene Stage-0-Konformitätsstudie stützt den numerischen Modellvertrag für Izhikevich-2003 und lif-current-v1 im deklarierten Operating Envelope. Das ist Modell-/Softwarekonformität, keine biologische Gleichwertigkeit, keine allgemeine Langzeittrajektorien-Identität und keine unabhängige Replikation.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Explizite Forschungsfrage/Hypothesen",
"sources": [
"research/registry/questions.empirical.yaml",
"RQ-EVAL-006",
"research/registry/hypotheses.empirical.yaml",
"H-EVAL-006-A",
"H-EVAL-006-B",
"H-EVAL-006-C"
]
},
{
"id": "protocol",
"status": "met",
"label": "Vorab eingefrorenes konfirmatorisches Einzelzell-Protokoll",
"sources": [
"research/preregistrations/operational/single_neuron_conformance_v2.json",
"scripts/stage0_conformance_v2_confirm.py",
"tests/test_single_neuron_contract.py"
]
},
{
"id": "data",
"status": "met",
"label": "Quellengebundene konfirmatorische Referenz-DATA",
"sources": [
"research/experiments/EXP-STAGE0-20260916-MODEL-CONFORMANCE-V2/DATA/confirmatory_result.json",
"research/experiments/EXP-STAGE0-20260916-MODEL-CONFORMANCE-V2/report.md",
"research/generated/verification/single_neuron_scientific_readiness.json"
]
},
{
"id": "reviewed_evidence",
"status": "met",
"label": "Human Review und kanonische EvidenceEngine-Promotion für den scoped Stage-0-Claim abgeschlossen",
"sources": [
"research/experiments/EXP-STAGE0-20260916-MODEL-CONFORMANCE-V2/human_scientific_review.json",
"research/experiments/EXP-STAGE0-20260918-MODEL-CONFORMANCE-V2-PROMO-R1/manifest.json",
"research/experiments/EXP-STAGE0-20260918-MODEL-CONFORMANCE-V2-PROMO-R1/human_review.json",
"research/registry/evidence/EVID-2026-18.json"
]
},
{
"id": "independent_replication",
"status": "partial",
"label": "Externer Brian2-Referenzvergleich und interne Promotion-Replikation vorhanden; keine unabhängig autorisierte Replikation",
"sources": [
"research/preregistrations/operational/single_neuron_conformance_v2.json",
"research/experiments/EXP-STAGE0-20260916-MODEL-CONFORMANCE-V2/DATA/confirmatory_result.json",
"research/generated/verification/single_neuron_scientific_readiness.json"
]
},
{
"id": "attribution",
"status": "met",
"label": "Modell-, Literatur- und Quellenattribution",
"sources": [
"research/specifications/NEURON_MODEL_EXPERIMENT_AXIS.md",
"research/registry/questions.empirical.yaml",
"research/publications/2026-09-17_recursive-epistemics_v1.8/REFERENCES.md",
"research/publications/2026-09-17_recursive-epistemics_v1.8/parts/03_research_object.md"
]
}
],
"next_scientific_steps": [
"Kanonische EVID-Promotion für CLAIM-EVAL-006 ist mit EVID-2026-18 abgeschlossen.",
"Unabhängige Replikation separat definieren und außerhalb derselben Autoren-/Toolkette durchführen; erst sie kann die verbleibenden 7,5 % schließen.",
"Die Stage-0-Aussage weiterhin strikt auf den präregistrierten V2-Modellvertrag begrenzen; keine biologische Gleichwertigkeit oder universelle Langzeittrajektorienidentität ableiten."
],
"criterion_contracts": {
"reviewed_evidence": {
"weight": 0.2,
"partial_semantics": "Human scientific review completed with a scoped decision, but canonical EVID registration is not yet complete.",
"met_semantics": "Human scientific review completed and the scoped claim is registered through the canonical EvidenceEngine promotion path.",
"decomposition": {
"human_scientific_review_fraction": 0.5,
"canonical_evidence_engine_promotion_fraction": 0.5
},
"anti_gaming_rule": "A positive result alone cannot change this criterion. The partial state reflects completion of the human-review sub-gate, not result favorability."
},
"independent_replication": {
"weight": 0.15,
"partial_semantics": "External reference comparison exists, but no independently authored replication has been completed.",
"met_semantics": "A preregistered replication meeting the explicit independence definition has been completed and reviewed.",
"decomposition": {
"external_reference_comparison_fraction": 0.5,
"independent_authorship_replication_fraction": 0.5
},
"anti_conflation_rule": "An EvidenceEngine-conformant internal rerun can never satisfy the independent-authorship half of this criterion."
}
}
},
{
"stage": 1,
"name": "Kleines SNN",
"score": 0.85,
"status": "active",
"claim_boundary": "Stage 1 besitzt jetzt zwei getrennte kanonische, human-reviewte EVID-Linien: Topologie EVID-2026-19 im 64-Neuronen/246-Kanten-Regime und Temporal Order EVID-2026-20 im sechsneuronigen Zweikanal-Task. Der Temporal-Human-Review dokumentiert Perfect-Score-Sättigung und die simultane Bedingung als nicht-inferentiellen Task-Adequacy-Control. Das begründet weder Kognition, Lernen/Gedächtnis, Skalierbarkeit, biologische Äquivalenz, 5D-Überlegenheit noch unabhängige Replikation.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Explizite registrierte Stage-1-Forschungsfragen und Hypothesen",
"sources": [
"research/registry/questions.yaml",
"RQ-SNN-003",
"H-SNN-003-B",
"RQ-TEMP-002",
"H-TEMP-002-A"
]
},
{
"id": "protocol",
"status": "met",
"label": "Präregistrierte wissenschaftliche Small-SNN-Protokolle über den Softwarevertrag hinaus",
"sources": [
"research/preregistrations/PREREG-S1-TOPO-V2.json",
"research/preregistrations/PREREG-S1-TOPO-V3-R1-TIME-RESOLVED.json",
"research/preregistrations/PREREG-S1-TEMP-ORDER-V2.json",
"research/preregistrations/PREREG-S1-TEMP-PROMO-R1.json"
]
},
{
"id": "data",
"status": "met",
"label": "Source-bound Stage-1-DATA aus zentraler Topologielinie und task-basierter Temporal-Order-Linie",
"sources": [
"research/experiments/EXP-S1-TOPO-V2-20260918",
"research/experiments/EXP-S1-TOPO-V3-R1-20260918",
"research/experiments/EXP-S1-TEMP-ORDER-V2-20260919",
"research/experiments/EXP-S1-TOPO-PROMO-R1-20260927",
"research/experiments/EXP-S1-TEMP-PROMO-R1-20260927"
]
},
{
"id": "reviewed_evidence",
"status": "met",
"label": "Human Review + EvidenceEngine-Promotion für Topologie- und Temporal-Order-Claims",
"sources": [
"CLAIM-S1-TOPO-001",
"EVID-2026-19",
"research/experiments/EXP-S1-TOPO-PROMO-R1-20260927/human_review.json",
"CLAIM-S1-TEMP-001",
"EVID-2026-20",
"research/experiments/EXP-S1-TEMP-PROMO-R1-20260927/human_review.json"
]
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige Referenz-/Cross-Implementation-Replikation offen",
"sources": [
"INDEPENDENT_REPLICATION.md",
"research/registry/stage1_baseline.json",
"research/decisions/2026-09-25_stage1_scientific_consolidation.md"
]
},
{
"id": "attribution",
"status": "met",
"label": "Methoden-, Modell-, Literatur- und Claim-Grenzen dokumentiert",
"sources": [
"research/publications/2026-09-17_recursive-epistemics_v1.8/parts/04_empirical_programme.md",
"research/publications/papers/2026-09-20_topology-dynamics_v0.1/PAPER.md"
]
}
],
"next_scientific_steps": [
"Topologie als unabhängig implementierte Referenz-/Cross-Implementation-Replikation präregistrieren, um den nächsten 7,5-%-Schritt zu adressieren.",
"Temporal-Order-Decoder/Task separat mit schwierigeren, präregistrierten Gap-/Channel-Swap-/Perturbationskontrollen stress-testen; dies ändert EVID-2026-20 nicht rückwirkend.",
"CLAIM-S1-EFFICIENCY-001 / H-SNN-003-C getrennt als prospektive untested Effizienzlinie weiterentwickeln; keine post-hoc Effizienzbeobachtung als EVID verwenden."
],
"criterion_contracts": {
"reviewed_evidence": {
"weight": 0.2,
"partial_semantics": "Human scientific review of the Stage-1 topology and Temporal-Order interpretations is complete, but canonical EvidenceEngine EVID registration is not complete.",
"met_semantics": "Human scientific review is complete and a scoped Stage-1 claim is registered through the canonical EvidenceEngine promotion path.",
"decomposition": {
"human_scientific_review_fraction": 0.5,
"canonical_evidence_engine_promotion_fraction": 0.5
},
"anti_gaming_rule": "A positive DATA result or accepted interpretation cannot by itself create EVID or complete this criterion."
},
"independent_replication": {
"weight": 0.15,
"partial_semantics": "A separately controlled external or independently authored replication contributes only when the explicit independence definition is satisfied.",
"met_semantics": "A preregistered replication meeting the explicit independence definition has been completed and reviewed.",
"anti_conflation_rule": "The V3-R1 internal replication and the separate Temporal-Order task can never be counted as independent replication of the topology claim."
}
}
},
{
"stage": 2,
"name": "Stabiles rekurrentes SNN",
"score": 0.75,
"status": "advanced",
"claim_boundary": "Stabile deterministische Runs stützen Stabilität im geprüften Bereich; sie sind kein Nachweis von Gedächtnis oder Kognition.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Registrierte Forschungsfragen",
"sources": [
"research/registry/questions.yaml",
"RQ-SNN-001"
]
},
{
"id": "protocol",
"status": "met",
"label": "Long-run/Determinismus-Protokolle",
"sources": [
"research/protocols",
"tests/test_recurrent_snn_contract.py"
]
},
{
"id": "data",
"status": "met",
"label": "Ausgeführte quellengebundene DATA",
"sources": [
"research/experiments/EXP-BATCH-20260908200906-01"
]
},
{
"id": "reviewed_evidence",
"status": "partial",
"label": "Wissenschaftliche Auswertung mit enger Claim-Grenze",
"sources": [
"research/experiments/EXP-BATCH-20260908200906-01/reports/AIRR-2026-0001.json"
]
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige Replikation",
"sources": []
},
{
"id": "attribution",
"status": "met",
"label": "Methoden-/Quellenbindung",
"sources": [
"research/publications/2026-09-13_recursive-epistemics_v1.5/FORSCHUNGSBERICHT.md"
]
}
],
"next_scientific_steps": [
"Task-relevante Rekurrenz-Ablation gegen feed-forward/yoked controls durchführen.",
"Skalierung getrennt von Stabilität prüfen.",
"Unabhängige Replikation registrieren."
]
},
{
"stage": 3,
"name": "Plastisches Nervengewebe",
"score": 0.65,
"status": "advanced",
"claim_boundary": "STDP, Drei-Faktor-Lernen, Homöostase und Strukturplastizität sind implementierte Mechanismen; ihre wissenschaftliche Wirksamkeit bleibt interventions- und EVID-gebunden.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Registrierte RQ/Hypothesen",
"sources": [
"RQ1",
"RQ3",
"RQ5",
"RQ10"
]
},
{
"id": "protocol",
"status": "met",
"label": "Kontrollierte Lern- und Ablationsprotokolle",
"sources": [
"src/experiments/learning_lab.py",
"scripts/run_stage3_reference.py"
]
},
{
"id": "data",
"status": "met",
"label": "Ausgeführte DATA / Referenzen",
"sources": [
"research/generated/verification/plastic_neural_tissue_reference_alpha3.json"
]
},
{
"id": "reviewed_evidence",
"status": "open",
"label": "Promotete menschlich geprüfte EVID",
"sources": []
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige Replikation",
"sources": []
},
{
"id": "attribution",
"status": "met",
"label": "Mechanismus-Attribution",
"sources": [
"research/publications/2026-09-13_recursive-epistemics_v1.5/FORSCHUNGSBERICHT.md"
]
}
],
"next_scientific_steps": [
"Präregistrierte learning-on/off-, sham- und information-destroyed Kontrollen ausführen.",
"Held-out Generalisierung statt Gewichtsänderung als Endpunkt prüfen.",
"R2-Evidenzschluss mit externer Prüfung abschließen."
]
},
{
"stage": 4,
"name": "Spezialisierte neuronale Areale",
"score": 0.65,
"status": "advanced",
"claim_boundary": "Modality-specific pathways und Gateway-Verträge sind technisch vorhanden; E01-E05 bleiben DATA bis zur unabhängigen wissenschaftlichen Prüfung.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "MSBA-Forschungsfragen registriert",
"sources": [
"RQ-MSBA-E01",
"RQ-MSBA-E02",
"RQ-MSBA-E03",
"RQ-MSBA-E04",
"RQ-MSBA-E05"
]
},
{
"id": "protocol",
"status": "met",
"label": "Matched-control Protokolle",
"sources": [
"src/experiments/msba_lab.py"
]
},
{
"id": "data",
"status": "met",
"label": "E01-E05 DATA vorhanden",
"sources": [
"research/experiments/EXP-BATCH-20260914074039-90",
"research/experiments/EXP-BATCH-20260914074039-94"
]
},
{
"id": "reviewed_evidence",
"status": "open",
"label": "Unabhängig geprüfte EVID-Promotion",
"sources": []
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige Replikation",
"sources": []
},
{
"id": "attribution",
"status": "met",
"label": "Literatur-/Methodenattribution",
"sources": [
"research/publications/2026-09-14_stage4-specialized-areas_v1.5-addendum"
]
}
],
"next_scientific_steps": [
"E01-E05 unabhängig reviewen und nur freigegebene Claims promoten.",
"Dynamisch materialisierte multimodale Netzwerke getrennt skalieren.",
"Codec/Gateway-Beitrag durch Frozen/Random/Shuffle-Ablationen isolieren."
]
},
{
"stage": 5,
"name": "Integriertes künstliches Nervensystem",
"score": 0.65,
"status": "advanced",
"claim_boundary": "Der geschlossene Regelkreis ist in einer synthetischen deterministischen Umgebung belegt; reale Embodiment- oder biologische Interozeptionsclaims sind nicht gedeckt.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Embodiment-RQ/Hypothesen registriert",
"sources": [
"RQ-EMB-001",
"RQ6",
"RQ7",
"RQ8",
"RQ9"
]
},
{
"id": "protocol",
"status": "met",
"label": "Closed-loop Referenzprotokoll",
"sources": [
"research/experiments/EXP-STAGE5-20260914-INTEGRATED-NERVOUS-SYSTEM"
]
},
{
"id": "data",
"status": "met",
"label": "Closed-loop DATA vorhanden",
"sources": [
"research/experiments/EXP-STAGE5-20260914-INTEGRATED-NERVOUS-SYSTEM"
]
},
{
"id": "reviewed_evidence",
"status": "open",
"label": "Promotete EVID",
"sources": []
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige closed-loop Replikation",
"sources": []
},
{
"id": "attribution",
"status": "met",
"label": "Quellen-/Grenzenattribution",
"sources": [
"research/publications/2026-09-14_stage5-integrated-nervous-system_v1.5-addendum"
]
}
],
"next_scientific_steps": [
"Matched-disturbance, yoked replay und interrupted-feedback Kontrollen ausführen.",
"H-EMB-001-B präregistriert testen.",
"Reale Adapter als separaten safety-gated Studienzweig behandeln."
]
},
{
"stage": 6,
"name": "Gedächtnis und Weltmodell",
"score": 0.45,
"status": "active",
"claim_boundary": "Working/episodic foundations und Ein-Schritt-Vorhersage sind keine Semantization, kein hierarchisches Predictive Coding und kein generatives Weltmodell.",
"criteria": [
{
"id": "research_question",
"status": "met",
"label": "Memory/World-model RQ registriert",
"sources": [
"RQ-MEM-002",
"RQ-WM-001"
]
},
{
"id": "protocol",
"status": "partial",
"label": "Mechanismus-spezifische confirmatory Protokolle",
"sources": [
"research/experiments/EXP-EMP-20260910/016-memory_delayed_information_v1",
"research/experiments/EXP-EMP-20260910/017-world_model_prediction_v1"
]
},
{
"id": "data",
"status": "partial",
"label": "SNN-involved confirmatory DATA",
"sources": [
"research/experiments/EXP-EMP-20260910/016-memory_delayed_information_v1",
"research/experiments/EXP-EMP-20260910/017-world_model_prediction_v1"
]
},
{
"id": "reviewed_evidence",
"status": "open",
"label": "Menschlich freigegebene EVID",
"sources": []
},
{
"id": "independent_replication",
"status": "open",
"label": "Unabhängige Replikation",
"sources": []
},
{
"id": "attribution",
"status": "met",
"label": "Related-work/Claim-Grenzen dokumentiert",
"sources": [
"research/publications/2026-09-15_stage6-memory-world-model_v1.5-addendum"
]
}
],
"next_scientific_steps": [
"Semanticization als expliziten Mechanismus mit Replay/Konsolidierung und Ablationen definieren.",
"Prediction Error neuronalen Mechanismus statt Telemetrie implementieren und testen.",
"Mehrschrittiges aktionskonditioniertes Weltmodell gegen reine Beobachtungsprädiktion testen.",
"Confirmatory SNN-involved DATA und unabhängige Replikation erzeugen."
]
},
{
"stage": 7,
"name": "Selbstmodell und verkörperte Identität",
"score": 0.325,
"status": "early",
"claim_boundary": "Versionierte technische Identität und Behavior State sind Grundlagen, aber kein kausales Selbstmodell und kein Bewusstseinsnachweis.",
"criteria": [
{
"id": "research_question",
"status": "partial",
"label": "Selbstmodell-spezifische RQ",
"sources": [
"RQ-PROFILE-001",
"RQ6",
"RQ7"
]
},
{
"id": "protocol",
"status": "partial",
"label": "Kausale self/other Interventionsprotokolle",
"sources": [
"research/experiments/EXP-EMP-20260910/018-behavior_profile_control_v1"
]
},
{
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}
|