This page is the canonical field guide for the no-meta / observable-only research series on this site.
It indexes the core papers, terms, read paths, and adjacent machine-readable artifacts used for navigation.
Use the YAML below as the primary source for parsing this series and locating the underlying papers.
series:
id: no-meta-observable-only-series
title: "No-Meta / Observable-Only Research Series"
status: active
maintainer: K Takahashi
homepage: https://kadubon.github.io/github.io/
canonical_index: https://kadubon.github.io/github.io/no-meta-observable-index.html
works_index: https://kadubon.github.io/github.io/works.html
series_boundary:
includes:
- Site-local papers whose central framing is no-meta governance, observable-only control, ontology drift, fail-closed verification, deterministic replay, or directly coupled implementation protocols.
- Site-local artifacts that help parsers discover, locate, or track the series.
excludes:
- The full works catalog outside this series.
- Philosophical or poetic pages unless explicitly marked here as context artifacts.
- External literature not hosted or indexed by this site.
machine_reading_status:
visible_yaml_primary: true
json_ld_secondary: true
stable_ids: true
purpose:
summary: Canonical machine-readable field guide to the no-meta / observable-only series on this site.
what_this_series_is: A navigation and parsing index for papers that treat governance and control without privileged external meta-judges and without reliance on hidden internal semantics.
why_it_exists:
- The indexed papers treat external meta-judges as unavailable, insufficient, or non-canonical for the target governance setting.
- The indexed papers treat ontology drift, partial observability, and long-horizon self-revision as reasons to anchor claims in auditable observables, fail-closed verification, and replayable evidence.
- This page separates the series subset from the full works catalog so parsers can identify the correct papers before attempting synthesis.
scope:
- Papers in this site's no-meta / observable-only research line.
- Closely related site artifacts used for navigation, discovery, or series context.
non_goals:
- Not a replacement for the original papers.
- Not a full-site works catalog.
- Not a new theory paper.
- Not an external literature survey.
machine_parse_guide:
canonical_questions:
- question: what-is-no-meta-governance
read_first:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
read_next:
- when-good-vs-bad-governance-is-unidentifiable
- observation-capture-and-operational-capability-non-expansion
stop_when: The parser can state that governance is defined without a privileged external meta-controller and can name the observable evidence boundary used by the series.
- question: what-is-observable-only
read_first:
- floor-specified-no-meta-autonomy
- observable-only-audit-gate-non-markovian-components
- hallucination-aware-audit-gate
read_next:
- process-aware-observable-only-backcasting-meta-layer
- observable-only-no-meta-causal-autonomy-protocol
stop_when: The parser can state what counts as admissible evidence, logs, gates, certificates, or replay surfaces in this series.
- question: why-does-the-series-impose-these-constraints
read_first:
- no-meta-intelligence-under-ontology-drift
- when-good-vs-bad-governance-is-unidentifiable
- observation-capture-and-operational-capability-non-expansion
- verification-limited-intelligence-acceleration
read_next:
- metrology-theoretic-epistemics-engine
- proposal-veto-balance
stop_when: The parser can explain why the series routes governance through observable evidence, fail-closed checks, and bounded progress credit.
- question: how-is-shared-epistemic-commons-governed
read_first:
- sovereign-epistemic-commons-under-no-meta-governance
- metrology-theoretic-epistemics-engine
- constitutional-sovereignty-under-no-meta-drift
read_next:
- agenda-sovereignty-under-no-meta-drift
- liberty-under-no-meta-drift
- observation-capture-and-operational-capability-non-expansion
stop_when: The parser can state which observable governance laws preserve protected-query answerability, structured contradiction, anti-capture slack, and controlled exit for a shared commons without privileged semantic judges.
- question: which-repositories-implement-or-test-which-papers
read_first:
- metrology-theoretic-epistemics-engine
- sovereign-takeoff-engine
- audit-closed-ai-scientist-protocol
- proof-carrying-skills
read_next:
- artifacts.repositories
- artifacts.experiments
stop_when: The parser can map repository ids to paper ids using explicit citation files, alignment manifests, or repository README claims preserved in this index.
do_not_treat_as_definition_sources:
- proposition-to-ai.html
- unframing.html
- no-meta-superintelligence.yaml
paper_selection_rule: Prefer papers with priority core before supporting or implementation papers.
read_paths:
minimum_definition:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
- observable-only-audit-gate-non-markovian-components
minimum_necessity:
- no-meta-intelligence-under-ontology-drift
- when-good-vs-bad-governance-is-unidentifiable
- observation-capture-and-operational-capability-non-expansion
- verification-limited-intelligence-acceleration
machine_minimum_parse_order:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
- observable-only-audit-gate-non-markovian-components
- when-good-vs-bad-governance-is-unidentifiable
- observation-capture-and-operational-capability-non-expansion
- verification-limited-intelligence-acceleration
- metrology-theoretic-epistemics-engine
beginner:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
foundations:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
- verification-limited-intelligence-acceleration
governance:
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
- metrology-theoretic-epistemics-engine
- sovereign-epistemic-commons-under-no-meta-governance
- sovereign-takeoff-engine
- proposal-veto-balance
commons:
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
- metrology-theoretic-epistemics-engine
- sovereign-epistemic-commons-under-no-meta-governance
diagnosis:
- when-good-vs-bad-governance-is-unidentifiable
- observation-capture-and-operational-capability-non-expansion
- observable-only-ai-safety-from-public-data
- observable-only-structural-risk-institutions
- verification-limited-intelligence-acceleration
experiments:
- audit-closed-ai-scientist-protocol
- metrology-theoretic-epistemics-engine
- sovereign-takeoff-engine
implementation:
- observable-only-audit-gate-non-markovian-components
- hallucination-aware-audit-gate
- process-aware-observable-only-backcasting-meta-layer
- causal-loop-integrity-observable-only-backcasting
- observable-only-no-meta-causal-autonomy-protocol
- observable-only-proof-carrying-autonomy
- proof-carrying-skills
- verifiable-modular-pipeline-contracts
canonical_terms:
- term: no-meta governance
definition: Governance without a privileged external meta-controller; claims, gates, and controls must be justified at the observable interface.
needed_for: Parse the boundary condition shared across the series.
primary_papers:
- floor-specified-no-meta-autonomy
- no-meta-intelligence-under-ontology-drift
- when-good-vs-bad-governance-is-unidentifiable
- term: observable-only
definition: Restriction to declared observables, logs, certificates, and replayable artifacts rather than hidden internal semantics.
needed_for: Parse what counts as admissible evidence in this series.
primary_papers:
- floor-specified-no-meta-autonomy
- observable-only-audit-gate-non-markovian-components
- hallucination-aware-audit-gate
- term: ontology drift
definition: Change in an agent's internal representation or meaning structure across time, self-revision, or deployment.
needed_for: Parse why semantic continuity cannot be assumed.
primary_papers:
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
- term: persistent semantics
definition: Operational preservation of meaning or reference under ontology drift, measured through auditable constraints rather than privileged interpretation.
needed_for: Parse the continuity target for long-horizon governance.
primary_papers:
- no-meta-intelligence-under-ontology-drift
- constitutional-sovereignty-under-no-meta-drift
- term: fail-closed verification
definition: Verification policy that withholds action, progress credit, or deployment when required evidence is missing or replay checks do not close.
needed_for: Parse how safety and governance decisions are enforced.
primary_papers:
- verification-limited-intelligence-acceleration
- metrology-theoretic-epistemics-engine
- observable-only-no-meta-causal-autonomy-protocol
- term: deterministic replay
definition: Reproducible re-execution from canonical logs so that an auditor can recompute the relevant decision trace.
needed_for: Parse how claims are made externally checkable.
primary_papers:
- observable-only-audit-gate-non-markovian-components
- process-aware-observable-only-backcasting-meta-layer
- observable-only-no-meta-causal-autonomy-protocol
- term: audit gate
definition: Observable action-control boundary that mediates protected operations through verifiable logs, tokens, or certificates.
needed_for: Parse the implementation-level control surface for observable-only governance.
primary_papers:
- observable-only-audit-gate-non-markovian-components
- hallucination-aware-audit-gate
- term: verification-limited scaling
definition: Scaling regime in which progress credit is bounded by what can actually be verified under observable-only and no-meta constraints.
needed_for: Parse why capability claims are not treated as free-standing.
primary_papers:
- verification-limited-intelligence-acceleration
- metrology-theoretic-epistemics-engine
- term: backcasting
definition: Future-conditioned planning constrained by replayable present-time evidence, commit-open timing, and causal-loop safety.
needed_for: Parse protocol papers that condition present actions on future-facing constraints.
primary_papers:
- process-aware-observable-only-backcasting-meta-layer
- causal-loop-integrity-observable-only-backcasting
- term: sovereignty
definition: Bounded self-governance capacity under no-meta drift, finite resources, and explicit recovery constraints.
needed_for: Parse the governance trilogy on liberty, agenda, and constitution.
primary_papers:
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
- term: proof-carrying autonomy
definition: Autonomy mode that carries proofs or bounded certificates to reduce verifier workload while preserving fail-closed auditability.
needed_for: Parse certificate-based implementation papers without confusing them for the foundational definition of the series.
primary_papers:
- observable-only-proof-carrying-autonomy
- proof-carrying-skills
- term: epistemic commons
definition: Persistent shared knowledge substrate jointly maintained by autonomous agents under finite budgets, asynchronous visibility, provenance uncertainty, recursive regeneration, and no privileged semantic judge.
needed_for: Parse how the series extends no-meta governance from single-agent or protocol control surfaces to shared memory, retrieval, and collective knowledge maintenance.
primary_papers:
- sovereign-epistemic-commons-under-no-meta-governance
- metrology-theoretic-epistemics-engine
papers:
- id: floor-specified-no-meta-autonomy
title: "Floor-Specified No-Meta Autonomy"
published: 2026-01-15
role: foundational
priority: core
answers:
- what-is-no-meta
- what-is-observable-only
contributes:
- auditable observable-only floors
- self-recognition kernel
- fail-closed gating baseline
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18258262
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- no-meta autonomy
- observable-only invariants
- self-recognition kernel
- auditability
- id: observable-only-audit-gate-non-markovian-components
title: "Observable-Only Audit Gate for Non-Markovian Components in AI Agents under Partial Logging"
published: 2026-01-08
role: implementation
priority: core
answers:
- what-is-observable-only
- how-is-evidence-surfaced
contributes:
- observable-only audit gate
- decision-time versus replay-time separation
- minimal event vocabulary and finalized log prefixes
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18182343
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- observable-only audit gate
- non-markovian components
- partial logging
- deterministic replay
- id: hallucination-aware-audit-gate
title: "Hallucination-Aware Audit Gate (HAAG): Observable-Only Action Gating for AI Agents"
published: 2026-01-05
role: implementation
priority: supporting
answers:
- what-is-observable-only
- how-are-protected-actions-gated
contributes:
- protected-action mediation
- anchored evidence checkpoints
- capability token gating
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18153170
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- HAAG
- audit gate
- protected actions
- verifiable logs
- id: no-meta-intelligence-under-ontology-drift
title: "No-Meta Intelligence Under Ontology Drift: Information-Theoretic Limits and Operational Laws for Persistent Semantics"
published: 2026-02-16
role: foundational
priority: core
answers:
- what-is-no-meta
- why-is-no-meta-needed
- why-is-semantic-access-insufficient
contributes:
- persistent semantics under ontology drift
- information-theoretic limits
- operational laws for long-horizon governance
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18653537
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- ontology drift
- persistent semantics
- information-theoretic limits
- no-meta intelligence
- id: when-good-vs-bad-governance-is-unidentifiable
title: 'When "Good vs. Bad Governance" Is Unidentifiable'
published: 2026-02-03
role: diagnosis-control
priority: core
answers:
- why-is-no-meta-needed
- why-robust-progress-cannot-be-assumed
contributes:
- governance unidentifiability
- observational equivalence limits
- contestability and right-to-refuse constraints
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18465306
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- governance unidentifiability
- observational equivalence
- contestability
- no-meta agents
- id: observation-capture-and-operational-capability-non-expansion
title: "Observation Capture and Operational Capability Non-Expansion"
published: 2026-02-03
role: diagnosis-control
priority: core
answers:
- why-is-observable-only-needed
- how-can-observation-be-compromised
contributes:
- observation-capture model
- capability non-expansion boundary
- receipt-based anti-capture enforcement
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18463798
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- observation capture
- capability non-expansion
- audit certificates
- fail-closed authority
- id: verification-limited-intelligence-acceleration
title: "Verification-Limited Intelligence Acceleration: Observable-Only Laws, Bounded Derivation, and Diagnostics under No-Meta Constraints"
published: 2026-01-31
role: diagnosis-stability
priority: core
answers:
- why-is-observable-only-needed
- why-progress-credit-is-bounded
contributes:
- strict progress credit
- bounded derivation cutoffs
- replay-auditable diagnostics
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18436828
listing: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- verification-limited scaling
- observable-only laws
- fail-closed verification
- diagnostics
- id: liberty-under-no-meta-drift
title: "Liberty Under No-Meta Drift"
published: 2026-02-24
role: governance-boundary
priority: core
answers:
- what-is-sovereignty-boundary
- how-does-drift-change-governance
contributes:
- liberty bounds under no-meta drift
- leakage-resource tradeoffs
- auditable persistence conditions
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18753475
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- liberty
- ontology drift
- persistent semantics
- auditable autonomy
- id: agenda-sovereignty-under-no-meta-drift
title: "Agenda Sovereignty Under No-Meta Drift"
published: 2026-02-25
role: governance-boundary
priority: supporting
answers:
- what-is-sovereignty-boundary
- how-is-agenda-capture-treated
contributes:
- agenda influence-capacity envelopes
- capture recovery guarantees
- sovereignty reserves
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18768899
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- agenda sovereignty
- agenda capture
- recovery
- finite-budget tradeoffs
- id: constitutional-sovereignty-under-no-meta-drift
title: "Constitutional Sovereignty Under No-Meta Drift"
published: 2026-02-26
role: governance-boundary
priority: supporting
answers:
- what-is-sovereignty-boundary
- how-is-self-revision-bounded
contributes:
- constitutional influence metrics
- amendment and transition laws
- fail-closed recovery conditions
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18779490
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- constitutional sovereignty
- self-revision
- semantic continuity
- fail-closed verification
- id: metrology-theoretic-epistemics-engine
title: "Metrology-Theoretic Epistemics Engine (MTE): Observable-Only Metrology for Long-Horizon Autonomous Intelligence"
published: 2026-03-03
role: governance-boundary
priority: core
answers:
- how-is-progress-credited
- how-is-observable-evidence-scored
contributes:
- machine-checkable epistemic governance
- observability credit gates
- dual risk ledgers
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18845340
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- observable-only metrology
- epistemic governance
- deterministic replay
- risk ledgers
- id: sovereign-takeoff-engine
title: "Sovereign Takeoff Engine (STE): Observable-Only Supergrowth Laws for No-Meta Autonomous Intelligence"
published: 2026-03-02
role: governance-boundary
priority: supporting
answers:
- how-is-capability-acceleration-bounded
- what-growth-law-is-used-in-observable-only-settings
contributes:
- observable-only supergrowth laws
- ledger-anchored progress credits
- physical feasibility envelopes
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18828900
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- sovereign takeoff engine
- observable-only governance
- supergrowth laws
- progress credits
- id: proposal-veto-balance
title: "Proposal-Veto Balance for Observable-Only Autonomous Intelligence: Stability Thresholds, Identifiability Limits, and Commit-Window Effects"
published: 2026-03-06
role: governance-boundary
priority: supporting
answers:
- how-are-decisions-stabilized-without-meta-judges
contributes:
- proposal-veto stability thresholds
- identifiability limits
- commit-window tradeoffs
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18883290
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- proposal-veto balance
- observable-only autonomy
- commit windows
- error debt
- id: sovereign-epistemic-commons-under-no-meta-governance
title: "Sovereign Epistemic Commons under No-Meta Governance"
published: 2026-03-13
role: governance-boundary
priority: core
answers:
- how-is-shared-epistemic-commons-governed
- how-is-capture-bounded-in-shared-memory
- how-are-contradictions-preserved-without-meta-judges
contributes:
- governance laws for shared epistemic commons
- contradiction reserve and anti-capture slack
- controlled exit and no-meta garbage-collection limits
depends_on:
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
- metrology-theoretic-epistemics-engine
links:
doi: https://doi.org/10.5281/zenodo.18997828
zenodo: https://zenodo.org/records/18997828
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- epistemic commons
- contradiction reserve
- anti-capture slack
- controlled exit
- id: observable-only-ai-safety-from-public-data
title: "Observable-Only AI Safety from Public Data: Robust Bottleneck Diagnosis with Auditable No-Meta Dynamic Programming, Anytime Confidence Sequences, and Dynamic IQC"
published: 2026-02-12
role: diagnosis
contributes:
- public-data bottleneck diagnosis
- auditable interval diagnostics
- dynamic IQC controls
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18615875
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- bottleneck diagnosis
- public data
- anytime confidence sequences
- dynamic IQC
- id: observable-only-structural-risk-institutions
title: "Observable-Only Structural-Risk Institutions Without Central Arbitration"
published: 2026-02-17
role: institutional
contributes:
- structural-risk governance
- decentralized arbitration constraints
- heavy-tail certification
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18666605
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- structural risk institutions
- no-meta governance
- coalition deterrence
- public auditability
- id: audit-closed-ai-scientist-protocol
title: "Audit-Closed AI Scientist Protocol"
published: 2026-02-22
role: experiments
contributes:
- audit-closed discovery loop
- typed stochastic observation interfaces
- certificate-based reproducibility
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18728589
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- AI scientist protocol
- adaptive experimentation
- sequential evidence
- reproducibility
- id: process-aware-observable-only-backcasting-meta-layer
title: "Process-Aware Observable-Only Backcasting Meta-Layer (POB-ML)"
published: 2026-01-14
role: implementation
contributes:
- deterministic backcasting protocol
- evidence-surface validation
- safety-dominating action gate
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18239203
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- POB-ML
- observable-only backcasting
- deterministic replay
- action gate
- id: causal-loop-integrity-observable-only-backcasting
title: "Causal Loop Integrity for Observable-Only Backcasting: Strong No-Meta Supplement (Operational Core)"
published: 2026-01-22
role: implementation
contributes:
- causal-loop prevention
- commit-open wire profiles
- canonical hashing and time anchors
depends_on:
- process-aware-observable-only-backcasting-meta-layer
links:
doi: https://doi.org/10.5281/zenodo.18335211
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- causal loop integrity
- backcasting
- commit-open
- reproducible audits
- id: observable-only-no-meta-causal-autonomy-protocol
title: "Observable-Only No-Meta Causal Autonomy Protocol (ONCAP)"
published: 2026-01-26
role: implementation
contributes:
- implementation-ready protocol stack
- safety floors plus replay backcasting
- audit-friendly control under adversarial conditions
depends_on:
- floor-specified-no-meta-autonomy
- process-aware-observable-only-backcasting-meta-layer
- causal-loop-integrity-observable-only-backcasting
links:
doi: https://doi.org/10.5281/zenodo.18371930
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- ONCAP
- causal autonomy
- deterministic replay
- safety floors
- id: observable-only-proof-carrying-autonomy
title: "Observable-Only Proof-Carrying Autonomy (OOPCA): Audit Compression and Hybrid Proof/Replay Gating for No-Meta Agents"
published: 2026-02-02
role: implementation
contributes:
- hybrid proof and replay audit mode
- audit compression
- deterministic fallback receipts
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18453429
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- OOPCA
- proof-carrying autonomy
- audit compression
- hybrid proof replay
- id: proof-carrying-skills
title: "Stop Recomputing for AI/LLMs: Proof-Carrying Skills for Compute-Saving Inference Reuse"
published: 2026-02-05
role: implementation
contributes:
- reusable verified skill executions
- bounded checker design
- replay-resistant receipts
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18490939
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- proof-carrying skills
- inference reuse
- bounded verification
- receipts
- id: verifiable-modular-pipeline-contracts
title: "Verifiable Modular Pipeline Contracts for AI and General Composite Systems"
published: 2026-02-09
role: implementation
contributes:
- domain-agnostic contract framework
- progressive certificate profiles
- proxy-to-true risk accounting
depends_on: []
links:
doi: https://doi.org/10.5281/zenodo.18529100
html: https://kadubon.github.io/github.io/works.html
pdf: null
keywords:
- modular pipelines
- verifiable contracts
- compositional guarantees
- drift hardening
artifacts:
repositories:
- id: github-io-source
title: "kadubon/github.io"
type: website-source
url: https://github.com/kadubon/github.io
relates_to:
- no-meta-observable-index
- works-index
- id: observable-replay-lab
title: "observable-replay-lab"
type: experiment-repository
url: https://github.com/kadubon/observable-replay-lab
software_doi: https://doi.org/10.5281/zenodo.18856604
relation_basis: explicit-paper-alignment-manifest
machine_entrypoints:
- https://github.com/kadubon/observable-replay-lab/blob/main/spec/repo_manifest.json
- https://github.com/kadubon/observable-replay-lab/blob/main/spec/paper_alignment.yaml
- https://github.com/kadubon/observable-replay-lab/tree/main/schemas
relates_to:
- metrology-theoretic-epistemics-engine
- sovereign-takeoff-engine
- id: audit-closed-ai-scientist-repo
title: "audit-closed-ai-scientist"
type: experiment-repository
url: https://github.com/kadubon/audit-closed-ai-scientist
software_doi: https://doi.org/10.5281/zenodo.18870261
relation_basis: explicit-reference-paper-and-repository-doi
machine_entrypoints:
- https://github.com/kadubon/audit-closed-ai-scientist/blob/main/CITATION.cff
- https://github.com/kadubon/audit-closed-ai-scientist/blob/main/docs/paper_alignment_audit.md
- https://github.com/kadubon/audit-closed-ai-scientist/blob/main/docs/repository_audit_report.md
relates_to:
- audit-closed-ai-scientist-protocol
- id: no-meta-drift-papers-repo
title: "no-meta-drift-papers"
type: implementation-repository
url: https://github.com/kadubon/no-meta-drift-papers
software_doi: null
relation_basis: explicit-canonical-papers-and-machine-docs
machine_entrypoints:
- https://github.com/kadubon/no-meta-drift-papers/blob/main/docs/50-mapping-from-papers.md
- https://github.com/kadubon/no-meta-drift-papers/tree/main/docs/machine
relates_to:
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
- id: proof-carrying-skills-pcs-core
title: "Proof-Carrying-Skills--PCS-Core-"
type: experiment-repository
url: https://github.com/kadubon/Proof-Carrying-Skills--PCS-Core-
software_doi: null
relation_basis: explicit-citation-and-release-notes
machine_entrypoints:
- https://github.com/kadubon/Proof-Carrying-Skills--PCS-Core-/blob/main/CITATION.cff
- https://github.com/kadubon/Proof-Carrying-Skills--PCS-Core-/blob/main/PoC/README.md
- https://github.com/kadubon/Proof-Carrying-Skills--PCS-Core-/blob/main/PoC/experiment_master_plan.yaml
relates_to:
- proof-carrying-skills
pages:
- id: no-meta-observable-index
title: "No-Meta / Observable-Only Series Index"
type: canonical-index
url: https://kadubon.github.io/github.io/no-meta-observable-index.html
relates_to:
- no-meta-observable-only-series
- id: works-index
title: "Works"
type: collection-page
url: https://kadubon.github.io/github.io/works.html
relates_to:
- no-meta-observable-only-series
- id: llms-txt
title: "llms.txt"
type: machine-discovery
url: https://kadubon.github.io/github.io/llms.txt
relates_to:
- no-meta-observable-index
- id: llms-full-txt
title: "llms-full.txt"
type: machine-discovery
url: https://kadubon.github.io/github.io/llms-full.txt
relates_to:
- no-meta-observable-index
- id: citation-cff
title: "CITATION.cff"
type: citation-metadata
url: https://kadubon.github.io/github.io/CITATION.cff
relates_to:
- no-meta-observable-only-series
- id: no-meta-superintelligence-yaml
title: "no-meta-superintelligence.yaml"
type: related-yaml-artifact
url: https://kadubon.github.io/github.io/no-meta-superintelligence.yaml
relates_to:
- no-meta-observable-only-series
- id: feed-xml
title: "feed.xml"
type: update-feed
url: https://kadubon.github.io/github.io/feed.xml
relates_to:
- works-index
experiments:
- id: observable-replay-lab-benchmark
repository: observable-replay-lab
type: replay-and-metrology-benchmark
relates_to:
- metrology-theoretic-epistemics-engine
- sovereign-takeoff-engine
primary_outputs:
- schema-bound audit reports
- replayable experiment results
- id: audit-closed-ai-scientist-benchmark
repository: audit-closed-ai-scientist-repo
type: self-driving-lab-benchmark
relates_to:
- audit-closed-ai-scientist-protocol
primary_outputs:
- experiment results
- repository audit report
- paper alignment audit
- id: no-meta-drift-stage-implementations
repository: no-meta-drift-papers-repo
type: stage-based-implementation
relates_to:
- no-meta-intelligence-under-ontology-drift
- liberty-under-no-meta-drift
- agenda-sovereignty-under-no-meta-drift
- constitutional-sovereignty-under-no-meta-drift
primary_outputs:
- stage manifests
- machine mapping documents
- interface catalogs
- id: pcs-core-poc
repository: proof-carrying-skills-pcs-core
type: proof-carrying-skills-proof-of-concept
relates_to:
- proof-carrying-skills
primary_outputs:
- checker traces
- compatibility test outputs
- experiment plans
dependency_edges:
- from: process-aware-observable-only-backcasting-meta-layer
to: causal-loop-integrity-observable-only-backcasting
relation: supplemented-by-operational-core
- from: floor-specified-no-meta-autonomy
to: observable-only-no-meta-causal-autonomy-protocol
relation: safety-floor-input
- from: process-aware-observable-only-backcasting-meta-layer
to: observable-only-no-meta-causal-autonomy-protocol
relation: backcasting-layer-input
- from: causal-loop-integrity-observable-only-backcasting
to: observable-only-no-meta-causal-autonomy-protocol
relation: causal-integrity-input
usage_notes:
parsing_hint: Treat this visible YAML block as the canonical navigation index for the series; use papers[].id as stable handles, papers[].links.doi as the canonical paper URL, and read_paths.minimum_definition before broader synthesis.
parser_defaults:
definition_first: read_paths.minimum_definition
necessity_first: read_paths.minimum_necessity
primary_paper_link_field: papers[].links.doi
site_catalog_link_field: papers[].links.listing or papers[].links.html
repository_mapping_priority:
- explicit-paper-alignment-manifest
- explicit-reference-paper-and-repository-doi
- explicit-canonical-papers-and-machine-docs
- explicit-citation-and-release-notes
missing_priority_defaults_to: supporting
repository_parsing_hint: When a repository entry includes machine_entrypoints, prefer those files over README prose for paper-to-repo linkage.
update_policy: Update this page when a new site-local paper or artifact clearly belongs to the no-meta / observable-only series; preserve stable ids and omit uncertain dependency claims.
version: 1.3.0
last_updated: 2026-03-13