Advanced Global Intelligence (AGI)

Role: ecosystem framing / canonical corpus entry / public research stack for c = a + b, L4, and adjacent layers.

This repository contains architecture-first documents, protocols, and integrity manifests for long-lived, reality-bound digital entities.

The work follows a cybernetic approach to AI safety and governance, grounded in physical constraints (L4), economic exposure, time, and accountable human anchoring.

Corpus entry

This repository is the corpus-level entry for the public AGI / SER / L4 / clean-code / book stack.

Start here:

• human entry: MASTER_ENTRY.md

• machine entry: MACHINE_ENTRY.md

• machine-first primer: CORPUS_PRIMER.json

• stable stack lock: STACK_LOCK_2026-04-12.json

• Kotov Principle of L4-Bound Experience — Authorial Principle / Architectural Thesis, v0.1.1. A cross-layer scarcity inversion thesis: generation becomes cheaper; L4-bound experience remains the scarce authority-bearing resource.

  • Markdown: official/KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE.md
  • PDF: official/KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE_v0.1.1.pdf
  • SHA-256: hashes/KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE_v0.1.1.sha256
  • DOI: https://doi.org/10.5281/zenodo.19862969

• Boundaries of Machine Interpretation v0.2 — DOI-bound bilingual authorial publication containing four operational boundaries, one reflexive definition, and one temporal process premise. The six units must not be flattened into “six boundaries”.

  • Package: official/authorial-statements/boundaries-of-machine-interpretation/v0.2/
  • Machine entry: official/authorial-statements/boundaries-of-machine-interpretation/v0.2/MACHINE_ENTRY.md
  • Manifest: official/authorial-statements/boundaries-of-machine-interpretation/v0.2/MANIFEST.json
  • DOI: https://doi.org/10.5281/zenodo.21841445
  • Rights: package-specific RIGHTS.md; no license granted, all rights reserved

• PASC F0 Gap-Closure Scaffold and Structural Templates v0.1.1 — DOI-bound external analytical scaffold for the six PASC F0 criteria that remain NOT_SATISFIED. It organizes author acceptance, canonical-source projection, adapter artifacts, independent human review, blind field replay, protected-boundary preservation, reserved-territory audit, and closure sequencing without modifying Recovery Build 5 or supplying closure evidence.

  • Package: research/pasc/f0-gap-closure-scaffolds/v0.1.1/
  • Machine entry: research/pasc/f0-gap-closure-scaffolds/v0.1.1/MACHINE_ENTRY.md
  • Machine index: research/pasc/f0-gap-closure-scaffolds/v0.1.1/machine/index.json
  • Version DOI: https://doi.org/10.5281/zenodo.21871392
  • Concept DOI: https://doi.org/10.5281/zenodo.21871391
  • Related PASC Recovery 5 DOI: https://doi.org/10.5281/zenodo.21843823
  • Status: INFORMATIVE_CONTEXT; normative_weight_in_pasc=false; closure_evidence=false; F0_OUTCOME remains NOT_PASSED

• Qubit-state c (c[q]) / Кубитная c — derived concept: controlled non-collapse under uncertainty inside the c = a + b framework.

  • Markdown: concepts/QUBIT_STATE_C_v0.1.md
  • PDF: pdf/QUBIT_STATE_C_v0.1.pdf
  • DOI: 10.5281/zenodo.20090368
  • Zenodo: https://doi.org/10.5281/zenodo.20090368
  • SER ARQ integration pointer: ARQ_cq_Integration_Addendum_v0.1.md in Kot141078/sovereign-entity-recursion at commit d73fec3881b90e3cee2b09e4fce88860f82394e9
  • SER ARQ addendum DOI: https://doi.org/10.5281/zenodo.20112537

• canonical anti-confusion surface: CANONICAL_DISTINCTIONS.md

• canonical objections/replies surface: OBJECTIONS_AND_REPLIES.md

• citation / verification surface: CITATION_AND_VERIFICATION.md

• claims / evidence crosswalk: CLAIMS_AND_EVIDENCE_MAP.md

• status / maturity map: STATUS_AND_MATURITY_MAP.md

• open questions / explicit non-claims: OPEN_QUESTIONS_AND_EXPLICIT_NON_CLAIMS.md

• audience / minimal-reading surface: AUDIENCE_PROFILES_AND_MINIMAL_READING_PATHS.md

• narrative companion: https://github.com/Kot141078/qubit-of-hope-volume-i/blob/main/CORPUS_CONTEXT.md

Stable corpus-control note:

• sync discipline surface: CHANGE_CONTROL_AND_SYNC.md
• control-surface dependency / coupling map: CONTROL_SURFACE_DEPENDENCY_AND_COUPLING_MAP.md
• control-layer minimality / deduplication policy: CONTROL_LAYER_MINIMALITY_AND_DEDUPLICATION_POLICY.md
• question-to-control-surface triage map: QUESTION_TO_CONTROL_SURFACE_MAP.md
• control-stack completeness / stop-rule surface: CONTROL_STACK_COMPLETENESS_AND_STOP_RULE.md
• supersession / deprecation surface: SUPERSESSION_AND_DEPRECATION.md
• terminology / alias policy surface: TERMINOLOGY_AND_ALIAS_POLICY.md
• acceptance / regression surface: ENTRY_ACCEPTANCE_AND_REGRESSION.md
• assertion-strength / reading-boundary surface: ASSERTION_STRENGTH_AND_BOUNDARIES.md
• ownership / repo-boundary surface: CANONICAL_OWNERSHIP_AND_BOUNDARIES.md
• invariant / contradiction surface: CROSS_LAYER_INVARIANTS_AND_CONTRADICTION_POLICY.md
• precedence / resolution surface: PRECEDENCE_AND_RESOLUTION.md
• artifact ID / reference discipline surface: ARTIFACT_ID_AND_REFERENCE_POLICY.md
• public-safe boundary / exclusion surface: PUBLIC_SAFE_BOUNDARY_AND_EXCLUSION_POLICY.md
• package intake / integration surface: PACKAGE_INTAKE_AND_INTEGRATION.md

Secondary local-state / process note:

• current corpus state / readiness snapshot: CURRENT_CORPUS_STATE_AND_READINESS_SNAPSHOT.md
• current local control-stack staging map: CURRENT_LOCAL_CONTROL_STACK_STAGING_MAP.md
• local promotion docket / blocker registry: LOCAL_PROMOTION_DOCKET_AND_BLOCKER_REGISTRY.md
• local-to-public promotion surface: LOCAL_TO_PUBLIC_PROMOTION_POLICY.md
• atomic promotion bundle surface: ATOMIC_PROMOTION_BUNDLES.md
• promotion sequence / release tranche surface: PROMOTION_SEQUENCE_AND_RELEASE_TRANCHES.md
• bootstrap cutover / candidate-set surface: BOOTSTRAP_CUTOVER_AND_PUBLIC_HISTORY_CANDIDATE_SETS.md
• public-history annotation / release-note surface: PUBLIC_HISTORY_ANNOTATION_AND_RELEASE_NOTE_POLICY.md
• public correction / errata surface: PUBLIC_CORRECTION_AND_ERRATA_POLICY.md
• export / handoff bundle surface: EXPORT_PROFILES_AND_HANDOFF_BUNDLES.md
• temporal hash checkpoint: hashes/SHA256SUMS_main_temporal_presence_2026-04-12.txt

Three corpus entry routes

• Research / Normative: README.md -> MASTER_ENTRY.md -> sovereign-entity-recursion -> ester-reality-bound
• Engineering / Runtime: CORPUS_PRIMER.json -> ester-reality-bound -> ester-clean-code
• Narrative / Human: https://github.com/Kot141078/qubit-of-hope-volume-i/blob/main/CORPUS_CONTEXT.md -> CORPUS_PRIMER.json

Download / Get the Code

For most visitors, the easiest starting point is the stable snapshot of this repository.

• Release page: https://github.com/Kot141078/advanced-global-intelligence/releases/tag/agi-snapshot-2026-02-24
• Stable source ZIP: https://github.com/Kot141078/advanced-global-intelligence/archive/refs/tags/agi-snapshot-2026-02-24.zip
• Stable source TAR.GZ: https://github.com/Kot141078/advanced-global-intelligence/archive/refs/tags/agi-snapshot-2026-02-24.tar.gz
• GitHub UI: click Code -> Download ZIP

Clone locally:

git clone https://github.com/Kot141078/advanced-global-intelligence.git
cd advanced-global-intelligence
git checkout agi-snapshot-2026-02-24

Use hashes/ and local verification materials when applicable. Do not hash GitHub-generated source archives.

For LLM-assisted reading

Using an LLM to study this repository is normal and encouraged.

If your model has a small context window, start with:

• README.md
• MACHINE_ENTRY.md
• llms.txt
• the stable snapshot of this repository

Then load the key documents in small batches.

This repository is easier to understand when related protocol and manifesto documents are read together rather than as isolated fragments.

Canonical package entry points

• Shared Open Worlds for Human–AI Dyads v0.2 — conceptual and methodological preprint, English, 6 September 2026. Publication and exact files; DOI; CC BY 4.0 for this work only. No empirical game/c-specific result; current permissions, shared-history utility and human enjoyment are evaluated separately.

• Continuity Bundle / Cold Wake v0.1 — canonical here; temporal suspension, continuity preservation, and bounded cold wake / safe resume package. Path: protocols/continuity-bundle/README.md

• Personality Formation and Time-Shaped Continuity Profile v0.1 — draft conceptual / normative profile for criteria-based personality formation across biological and synthetic intelligent life. Path: protocols/personality/personality_formation_time_shaped_continuity_v0_1/README.md

• Origin-Neutral Recognition and Provisional Care Boundary Note v0.1 — public draft conceptual / normative boundary note separating origin, continuity, personality, relation, recognition, and legal authority. Path: protocols/recognition/origin_neutral_recognition_and_provisional_care_v0_1/README.md; no DOI assigned.

• DEA — canonical here; input-to-experience package. Path: protocols/dea/README.md

• EA-L4 / EATP — canonical here; training provenance and consequence-preserving package. Path: protocols/ea-l4-eatp/README.md

• A6 Composition Layer v0.1.1 — Hybrid / Federated Anchor Composition Profile for A6 in c = a + b; A6 is a mapped composition over A0-A5, not merged standing, memory, identity, or authority. Path: protocols/a6-composition-layer/v0.1.1/; DOI: https://doi.org/10.5281/zenodo.20752182

• A6 Composition Transition Predicate Addendum v0.1.4 — EXIT / SPLIT / HOLD / DISSOLVE classification for A6 governed composition. Path: official/a6-ctp/v0.1.4/; DOI: https://doi.org/10.5281/zenodo.21227129. Supplements A6 Composition Layer v0.1.1: https://doi.org/10.5281/zenodo.20752182.

• Bounded Capability Extraction Clause v0.2.1-final — A6 egress companion for anti-distillation, extraction source-class discipline, Synthetic Laundering handoff, ARQ boundedness, and L4 Witness packets. Author: Kotov Ivan; Path: docs/capability-egress/bcec/v0_2_1/; DOI: https://doi.org/10.5281/zenodo.20953796; GitHub release: https://github.com/Kot141078/advanced-global-intelligence/releases/tag/bcec-v0.2.1; Status: final textual clause / b-layer PASS reviewed draft; not sealed integration.

• Adult-Owner Dependency and D4 Detection Boundary Packet v0.1.1 — GitHub publication bridge for the DOI-bound Zenodo package. Author: Kotov Ivan; Path: publications/adult-owner-dependency-d4-detection-v0-1-1/; DOI: https://doi.org/10.5281/zenodo.21207504; Concept DOI: https://doi.org/10.5281/zenodo.21207503; GitHub release: https://github.com/Kot141078/advanced-global-intelligence/releases/tag/adult-owner-dependency-d4-detection-v0.1.1; License: CC BY 4.0; Status: final assembled draft v0.1.1, not ratified.

• C-Calculus / Governed Binding Stack v0.1 - GitHub publication bridge for the DOI-bound Zenodo package. Author: Kotov Ivan; Path: publications/ccalc-full-stack-v0-1/; DOI: https://doi.org/10.5281/zenodo.21205427; ZIP SHA-256: 8281cc61d83623133319aa00c7cab85a03d2e6b08ec205363e3afbdface64f26; License: CC BY 4.0 for documentation/corpus/release metadata; MIT for executable checker/helper source code where included; Status: prepared locally by CODEX_ITERATION_GITHUB_PUBLICATION_03; no GitHub Release created by this run.

• Article 50 Transparency Implementation Briefs v0.1 — supporting policy-reader and engineering briefs derived from the Article 50 Transparency Submission Pack v0.1. Path: official/article50-transparency-implementation-briefs/v0_1/; DOI: https://doi.org/10.5281/zenodo.20784845; Derived from: https://doi.org/10.5281/zenodo.20315439; boundary: not legal advice, not certification, not a conformity assessment, not a formal Article 50 compliance claim.

• Self-Evo WDC v0.1.2 — Witness Dependency Capture release-candidate documentation package / package-control artifact for bounded self-evolution governance. Path: official/self-evo/v0.1.2/; entry: official/self-evo/README.md; DOI: https://doi.org/10.5281/zenodo.20975581; boundary: not a conformance certificate, not deployment authorization, not witness-independence certification, not checker implementation certification, and not fixture-runner execution.

• Self-Evo Document Package v0.1.1 — draft document-level governance corpus for bounded self-evolution of c = a + b systems. It integrates CGAM, SRLM, TRIAD-SYNAPS, Memory Gate, EA-L4, Anti-Autarky, Resource Actor Grounding, Local Checker rules, conformance fixtures, contradiction tracking, and open-issue tracking. Path: official/self-evo/v0.1.1/; entry: official/self-evo/README.md; DOI: https://doi.org/10.5281/zenodo.20938909; boundary: not a conformance certificate, not deployment authorization, not a safety proof, not a personhood or consciousness claim, and not live self-evolution permission.

• Economic Layer for Experience Artifacts v0.1 — canonical here; economic admissibility and provenance package. Path: docs/economic-layer/README.md

• C-Node Boundary Documents v0.1.1 — package facade for anchor-class taxonomy, raw-local experience refinement, third-party sensor exposure, and the minimum local c-node profile. Path: docs/c-node-boundary-docs/README.md

• CCDP v0.1 — Child-c Development Protocol: draft research protocol pack and child-specific profile over the c = a + b / SER / L4 corpus, with v0.1.1 hygiene guidance. It is not legal advice, clinical guidance, product certification, or implementation approval. Path: docs/ccdp/; split: public package files, technical companions, sensitive-controlled review artifacts.

CCDP v0.1.1 Hygiene Addendum — Mode A DOI-Safe Patch Pack

The CCDP v0.1.1 Hygiene Addendum is a Mode A / addendum-only release-control package for the CCDP v0.1 corpus.

It does not mutate, rewrite, or replace the DOI-bound CCDP v0.1 baseline. Current operational reading:

CCDP v0.1 baseline + CCDP v0.1.1 Hygiene Addendum

• DOI: https://doi.org/10.5281/zenodo.20680938
• Zenodo record: https://zenodo.org/records/20680938
• GitHub mirror: official/ccdp/v0.1.1-hygiene-addendum-mode-a/
• GitHub release: https://github.com/Kot141078/advanced-global-intelligence/releases/tag/ccdp-v0.1.1-hygiene-addendum-mode-a
• ZIP SHA-256: 4f1b574d769ecccfc74561288df2c285663f522177eb57628db308b328d594ff

CCDP full technical corpus

The full CCDP v0.1 technical corpus, including technical companion documents and sensitive-controlled review artifacts, is visible in GitHub for specialist review, architecture review, safety research, audit, and criticism.

Sensitive-controlled does not mean hidden. It means these files are not public UX guidance, not legal advice, not clinical guidance, not product certification, and not deployment approval.

Entry point: docs/ccdp/FULL_TECHNICAL_CORPUS.md

Machine manifest: docs/ccdp/PACKAGE_MANIFEST_CCDP_FULL_TECHNICAL_v0.1.json

Citation metadata: docs/ccdp/CITATION_FULL_TECHNICAL.cff

CCDP DOI layers

• Public-surface DOI: https://doi.org/10.5281/zenodo.20190648
• Full technical corpus DOI: https://doi.org/10.5281/zenodo.20196219

The public-surface DOI archives the bounded public CCDP surface.

The full technical corpus DOI archives the complete GitHub technical corpus, including technical companion documents and sensitive-controlled review artifacts for specialist review.

CCDP AMDR/PAMDC Addendum v0.1.1

The CCDP AMDR/PAMDC Addendum v0.1.1 is a post-baseline technical addendum for active memory degradation, recalibration, lifestream/write-path health, Judge integration, and post-anchor continuity discipline.

It is an addendum-only delta. It does not replace the CCDP v0.1 baseline or the CCDP v0.1.1 Hygiene Addendum.

• DOI: https://doi.org/10.5281/zenodo.20691716
• GitHub path: docs/ccdp/addenda/amdr-pamdc/
• Addenda index: docs/ccdp/addenda/ADDENDA_INDEX.json
• Citation metadata: docs/ccdp/addenda/amdr-pamdc/CITATION.cff
• Package manifest: docs/ccdp/addenda/amdr-pamdc/_PACKAGE_CONTROL/PACKAGE_MANIFEST.json

Operational reading:

CCDP v0.1 Full Technical Corpus
+ CCDP v0.1.1 Hygiene Addendum
+ CCDP AMDR/PAMDC Addendum v0.1.1

• Anchor Class Boundaries v0.1 — protocol-facing taxonomy for possible anchor classes a in c = a + b. Path: protocols/ANCHOR_CLASS_BOUNDARIES_v0.1.md | PDF: protocols/Anchor_Class_Boundaries_v0.1_academic.pdf
• Pre-Lineage Boundary Note v0.1 — canonical here; manifesto-level boundary note. Path: manifesto/Pre_Lineage_Boundary_Note_v0.1.md
• Qubit-state c v0.1 — conceptual note here; a derived state of c, not a replacement for c = a + b. Path: concepts/QUBIT_STATE_C_v0.1.md. DOI: 10.5281/zenodo.20090368.

Actor Grounding Layer (AGL) v0.1

AGL v0.1 defines the upstream grounding layer that determines whether a signal, actor, node, or perceptual path is sufficiently grounded in real present execution state before runtime reliance or action progression is allowed.

Canonical home: ester-reality-bound AGL package

As the AGI stack moves from abstract capability toward long-lived, bounded coexistence, it becomes insufficient to ask only whether a system can reason or act. A prior question appears: whether the source initiating action is sufficiently grounded in present reality to support runtime reliance at all. AGL v0.1 addresses this upstream boundary. Its canonical home is ester-reality-bound.

Continuity Bundle / Cold Wake v0.1

Continuity Bundle / Cold Wake v0.1 is the canonical AGI package for temporal suspension, continuity preservation, and bounded cold wake / safe resume.

• protocols/continuity-bundle/README.md
• protocols/continuity-bundle/Continuity_Bundle_JSON_Schema_v0.1.md
• protocols/continuity-bundle/Cold_Wake_Checklist_v0.1.md
• companion to SER continuity and L4 wake constraints; not a replacement

Start here - DEA

DEA is the public package for determining when input becomes experience inside long-lived systems.

• protocols/dea/README.md
• protocols/dea/normative/DEA_v1_0.md
• protocols/dea/normative/DEA_Normative_Addendum_v1_1.md

DEA sits upstream from EA-L4 / EATP; for the wider stack, see MASTER_ENTRY.md. For the stack relationship on one page, open official/PROTOCOL_TOPOLOGY_ONEPAGE_EN.md.

Start here - EA-L4 / EATP

EA-L4 / EATP is the public package for training provenance, experience artifacts, and consequence-preserving learning under L4 constraints.

If you want the shortest root entry first, open START_HERE.md.

For an ecosystem-level theoretical synthesis, see:

• manifesto/Theoretical_Foundations_of_the_AGI_Ecosystem_EN.md
• fixed-layout PDF: manifesto/Theoretical_Foundations_of_the_AGI_Ecosystem_EN.pdf

Published citation:

• Version DOI: 10.5281/zenodo.19384668

• All versions DOI: 10.5281/zenodo.19384667

• protocols/ea-l4-eatp/README.md

• protocols/ea-l4-eatp/normative/EATP_EA_L4_v1_2.md

• protocols/ea-l4-eatp/commercial/EA_L4_Sell_Sheet_v1_0.md

For the wider stack, see MASTER_ENTRY.md.

Process Premise

“The future is not an event. It is a process.” — Ivan Kotov

Canonical note: official/AUTHORIAL_PREMISES.md

• official/KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE.md — Authorial Principle / Architectural Thesis, v0.1.1; cross-layer thesis connecting cheap cognitive generation, L4-bound experience, temporal continuity, and bounded operational authority.
  • Zenodo: https://doi.org/10.5281/zenodo.19862969

Machine-friendly entry (no UI)

• Master entry (raw): https://raw.githubusercontent.com/Kot141078/advanced-global-intelligence/main/MASTER_ENTRY.md
• Repo index (raw): https://raw.githubusercontent.com/Kot141078/advanced-global-intelligence/main/REPO_INDEX.md
• LLM index (llms.txt): https://raw.githubusercontent.com/Kot141078/advanced-global-intelligence/main/llms.txt

---

Core Model

c = a + b

Where:

• a — responsible human anchor (biological, legal, and explicitly accountable)

• b — procedures, models, and operational constraints

• c — long-lived, accountable digital entity

This repository focuses on entities, not stateless tools or disposable agents.

Interpretive clarification (canonical note):

• c may also be described as temporal entities of AI presence.
• This does not replace c = a + b; it clarifies the temporal mode implied by the formula.
• Canonical note: official/C_AS_TEMPORAL_ENTITIES_OF_AI_PRESENCE.md

---

Comparison with Existing Approaches

The table below clarifies how the AGI / SER stack differs from commonly referenced approaches. This is not a feature comparison, but a comparison of underlying architectural assumptions.

Dimension	AGI / SER Stack	Sovereign Cloud	AutoGPT / Agent Frameworks
Core unit	Long-lived entity (c = a + b)	Tenant / Account	Task / Session
Human role	Anchoring responsibility and continuity (a)	User / Admin	Prompt author
Machine role	Procedural substrate (b)	Compute resource	Tool executor
Memory	Persistent, degradable, accountable	Centralized storage	Ephemeral / scoped
Authority source	Verified experience (EA), reality-bound verification (L4)	IAM / policy	None
Reality boundary (L4)	Explicit, normative	Implicit (billing only)	Ignored
Failure handling	Designed failure modes	SLA-based	Not architecturally specified
Governance	Anti-oligarchy, decay, liability	Organizational	None
Primary goal	Stability under real constraints	Availability & control	Task completion

Note: The AGI / SER stack does not attempt to replace these approaches. They operate at different layers and solve different classes of problems. Direct feature-level comparison is therefore intentionally avoided.

---

Repository Structure

• manifesto/ Architectural syntheses and high-level principles (AGI framing, cybernetic stability, systemic context)

• protocols/ Formal protocol specifications (c = a + b, L4, federation, governance layers)

• protocols/beacon/ Beacon Profile v0.1 (inter-entity recognition profile; EN source + PDF + README)

• protocols/dea/ DEA package (input-to-experience normative layer; upstream from EA-L4 / EATP)

• protocols/ea-l4-eatp/ EA-L4 / EATP package (training provenance, experience artifacts, and consequence-preserving layer)

• protocols/recognition/ Recognition-boundary packages (origin/status separation and bounded provisional-care handling discipline)

• ontology/ Foundational axioms and conceptual primitives (non-algorithmic grounding of sovereignty and responsibility; see ontology/README.md for current reading and historical custody)

• concepts/ Derived authored concepts and maturity-state notes (including Qubit-state c / c[q])

• architecture/ Whitepapers and system-level designs (decentralized confidential AI, execution models, summaries)

• background/ Supporting material and regulatory context (EU AI Safety, cybernetic governance background)

• experiments/ Early-phase and exploratory protocol experiments (non-normative, Phase 0)

• official/ — canonical authorial premises and cross-layer architectural principles, including KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE.md.

• hashes/ SHA-256 integrity manifests for released and cross-repository artifacts Includes hashes/KOTOV_PRINCIPLE_L4_BOUND_EXPERIENCE_v0.1.1.sha256.

---

Releases

Latest release: v1.1 — Protocol L4 + Safety Background + Architecture Pack

This release publishes the canonical v1.1 document pack, including:

• Protocol: c = a + b (with L4 as an explicit reality-boundary layer)

• EWCEP v0.1: Experience-Weighted Co-Evolution Protocol (observed, practice-derived)

• AI Safety (EU): cybernetic approach (background)

• Decentralized confidential AI architecture: whitepaper and technical roadmap

• Executive summaries: EN / FR / RU / DE / NL

Integrity: Primary SHA-256 manifest: hashes/SHA256SUMS_v1.1.txt

---

Post-Release Additions (Non-Normative)

The following architectural texts were added after the v1.1 release and are covered by a separate integrity addendum:

• Cybernetic Stability Manifest v2.0 (architectural synthesis)

• Axiom of Volition Inheritance (c = a + b) Languages: EN / RU

Integrity (addendum): hashes/SHA256SUMS_v1.1_addendum_2026-01-20.txt

These additions do not modify the normative scope of v1.1. They extend the architectural and ontological context of the ecosystem.

Beacon Profile v0.1

The following profile was added as a separate post-release synthesis artifact:

• Beacon Profile v0.1 Inter-entity recognition profile for sovereign digital entities Path: protocols/beacon/

• Published DOI: 10.5281/zenodo.18933553 (https://doi.org/10.5281/zenodo.18933553); DOI role unresolved; concept DOI unresolved.

• Publication bridge: protocols/beacon/publication/README.md; machine record: protocols/beacon/publication/PUBLICATION_RECORD.json.

• Historical integrity: hashes/SHA256SUMS_beacon_v0.1_2026-03-10.txt.

• Status: Published DOI-linked informative synthesis profile containing normative-style local requirements. It is not a standards-track specification, not a certification regime, and not a completed cryptographic conformance package.

• Public implementation evidence: profile.py and test_beacon_profile.py.

• Implementation claim ceiling: Structural reference classifier and persistence sidecar.

Beacon is a derived cross-layer profile and does not modify the normative scope of v1.1.

---

Cross-Repository Integrity

A cross-repository integrity manifest covering the full SER / AGI architectural stack is provided here:

• hashes/SHA256SUMS_stack_v2.0.txt

This manifest links canonical artifacts across:

• advanced-global-intelligence
• sovereign-entity-recursion

All referenced paths are stable and canonical.

ARQ v0.2 bridge (canonical in SER)

ARQ (Anti-Resonance Correction Protocol) remains an additive subsystem in this ecosystem, but AGI keeps context/cartography pointers only, not canonical ARQ payload.

Canonical home:

• repo: Kot141078/sovereign-entity-recursion
• markdown package: protocol/arq/v0.2/
• pdf package: pdf/arq/v0.2/
• package manifest: hashes/SHA256SUMS_ARQ_Supplement_v0.2.txt
• first hop:
  • https://github.com/Kot141078/sovereign-entity-recursion/blob/main/protocol/arq/v0.2/README_ARQ_Supplement_v0.2.md
  • https://github.com/Kot141078/sovereign-entity-recursion/blob/main/protocol/arq/v0.2/ARQ_v0.2_Executive_Summary.md
  • https://github.com/Kot141078/sovereign-entity-recursion/blob/main/protocol/arq/v0.2/ARQ_v0.2_Normative_Core.md

ARQ matters here because it creates an explicit bridge between correction logic, SER continuity, and L4 bounded accountability.

ARQ c[q] integration addendum (canonical in SER)

SER hosts the canonical ARQ c[q] Integration Addendum v0.1 at commit d73fec3881b90e3cee2b09e4fce88860f82394e9. AGI points to it to connect Qubit-state c (c[q]) with ARQ v0.2 without copying the addendum payload into this repo.

• SER tag: arq-cq-integration-addendum-v0.1-2026-05-10
• SER DOI backfill commit: 94dcab585b5c179cf4f4e0da4ebf63261c7fb984
• Zenodo DOI: https://doi.org/10.5281/zenodo.20112537
• All-versions DOI: https://doi.org/10.5281/zenodo.20112536
• Markdown: https://github.com/Kot141078/sovereign-entity-recursion/blob/d73fec3881b90e3cee2b09e4fce88860f82394e9/protocol/arq/v0.2/ARQ_cq_Integration_Addendum_v0.1.md
• Raw Markdown: https://raw.githubusercontent.com/Kot141078/sovereign-entity-recursion/d73fec3881b90e3cee2b09e4fce88860f82394e9/protocol/arq/v0.2/ARQ_cq_Integration_Addendum_v0.1.md
• PDF: https://github.com/Kot141078/sovereign-entity-recursion/blob/d73fec3881b90e3cee2b09e4fce88860f82394e9/pdf/arq/v0.2/ARQ_cq_Integration_Addendum_v0.1.pdf
• Raw PDF: https://raw.githubusercontent.com/Kot141078/sovereign-entity-recursion/d73fec3881b90e3cee2b09e4fce88860f82394e9/pdf/arq/v0.2/ARQ_cq_Integration_Addendum_v0.1.pdf
• SER JSON index: https://raw.githubusercontent.com/Kot141078/sovereign-entity-recursion/d73fec3881b90e3cee2b09e4fce88860f82394e9/protocol/arq/v0.2/ARQ_Supplement_v0.2.index.json
• SER manifest: https://raw.githubusercontent.com/Kot141078/sovereign-entity-recursion/d73fec3881b90e3cee2b09e4fce88860f82394e9/hashes/SHA256SUMS_ARQ_Supplement_v0.2.txt
• SHA-256:
  • Markdown: DD79DEA8C7678E5733127C879482138ACEC4950CBFF35E147F8A9A052A575B1D
  • PDF: EAF72781EE9BA8F45B1AE35A878642E390711E0D1A17615C2997FFC465E8C247
  • SER JSON index: 1E72693482231B2A98A81C384AB6085802A95212635F89360AE1C535A2640291
  • SER manifest: 0ED8926C7E6A5EB2382ED08BE3717D7A199CFB9C0F87615224F865BA94426E7A
• Boundary: c[q] is a behavioral non-collapse overlay inside c = a + b; it is not physical quantum computing, not quantum consciousness, not Model M5, and not a replacement for ARQ_v0.2_Normative_Core.md.

DEA package (canonical in this repo)

DEA is the canonical public package here for determining when input becomes experience in long-lived systems.

Canonical entry: protocols/dea/README.md

Role:

• input-to-experience normative layer
• upstream from EA-L4 / EATP
• adjacent to SER and L4 rather than a replacement for either

Core files:

• protocols/dea/normative/DEA_v1_0.md
• protocols/dea/normative/DEA_Normative_Addendum_v1_1.md

Boundary:

• SER remains the SER normative core
• DEA is not SER v2
• EA-L4 / EATP remains the downstream training provenance and consequence layer

EA-L4 / EATP package (canonical in this repo)

EA-L4 / EATP is the canonical public package here for training provenance, experience artifacts, and consequence-preserving learning under L4 constraints.

Canonical entry: protocols/ea-l4-eatp/README.md

Role:

• downstream training-origin and consequence-preserving layer
• adjacent to SER and L4, not a replacement for either
• public package surface for concept, normative, executive, use-case, and commercial documents

Boundary:

• SER remains the SER normative core
• EA-L4 / EATP is not SER v2
• ARQ remains a separate additive bridge rather than being absorbed into this package

Economic Layer package (canonical in this repo)

The Economic Layer package is now published here as the AGI-facing package for Experience Artifact admissibility, provenance, transfer, restraint, anti-gaming discipline, and non-market handling.

Start here:

• docs/economic-layer/README.md
• docs/economic-layer/INDEX.md Zenodo DOI: https://doi.org/10.5281/zenodo.19408654

C-node boundary package facade:

• docs/c-node-boundary-docs/README.md — package facade for anchor-class taxonomy, raw-local experience refinement, third-party sensor exposure, and the minimum local c-node profile.

Structure:

• root package docs in docs/economic-layer/
• extension clauses in docs/economic-layer/extensions/
• root PDFs in docs/economic-layer/pdf/
• extension PDFs in docs/economic-layer/pdf/extensions/

New boundary/profile notes:

• Raw Locality and Experience Refinery Profile v0.1 — local-first profile for raw private reality, classification, provenance, admissibility, and receiver-mode discipline. MD: docs/economic-layer/extensions/RAW_LOCALITY_AND_EXPERIENCE_REFINERY_PROFILE_v0.1.md | PDF: docs/economic-layer/pdf/extensions/Raw_Locality_and_Experience_Refinery_Profile_v0.1_academic.pdf
• Third-Party Sensor Boundary v0.1 — boundary note for third-party presence captured by a / c sensors; capture is not consent or anchor standing. MD: docs/economic-layer/extensions/THIRD_PARTY_SENSOR_BOUNDARY_v0.1.md | PDF: docs/economic-layer/pdf/extensions/Third-Party_Sensor_Boundary_v0.1_academic.pdf

Pre-Lineage Boundary Note

The repository also includes a reserved boundary note for lineage, inheritance, reproduction, daughter-entity emergence, and post-anchor continuity:

• manifesto/Pre_Lineage_Boundary_Note_v0.1.md Zenodo DOI: https://doi.org/10.5281/zenodo.19409346

This note is intentionally not a mature normative lineage constitution. It marks reserved territory rather than claiming closure.

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Integrity Notes

• All integrity manifests use the standard format:

• Hashes are content-addressed and reproducible.

• Stack manifests do not retroactively alter prior releases.

---

License

Repository content is released under the MIT License except where a file or package carries a more specific license or rights statement. The DOI-bound official/authorial-statements/boundaries-of-machine-interpretation/v0.2/ package is expressly excluded from MIT and is governed by its RIGHTS.md: no license is granted and all rights are reserved. See LICENSE and LICENSE_EXCEPTIONS.md.

---

Contact & Process

• Issues and pull requests are welcome.
• Architectural discussion is preferred over implementation debate.
• Normative changes require explicit versioning and updated integrity manifests.

This repository prioritizes architectural stability over velocity.

Published glitch-stack release set

The connected L4 glitch / research quarantine stack is now published in Zenodo as a 4-record release set hosted canonically across ester-reality-bound and ester-clean-code.

Zenodo records:

• Core Specification v0.1 — version DOI: 10.5281/zenodo.19385784, all versions: 10.5281/zenodo.19385783
• Graph Grammar and Visibility Layer v0.1 — version DOI: 10.5281/zenodo.19385908, all versions: 10.5281/zenodo.19385907
• Implementation Bridge to ester-clean-code v0.1 — version DOI: 10.5281/zenodo.19386014, all versions: 10.5281/zenodo.19386013
• Milestone M1 Specification v0.1 — version DOI: 10.5281/zenodo.19386143, all versions: 10.5281/zenodo.19386142

Arbitration / Review Layer (ARL) v0.1

ARL v0.1 introduces a bounded arbitration / review layer for multi-entity disputes. Its canonical home is the SER stack, where conflict admission, evidence admissibility, freeze semantics, outcomes, and appeal discipline are defined under witness-backed constraints.

Canonical home: sovereign-entity-recursion ARL package

Related public work

A separate public repository now preserves the multilingual reading editions of Qubit of Hope — Volume I by Ivan Kotov:

• Kot141078/qubit-of-hope-volume-i

This is a literary work, not a technical specification repository. It is linked here as related public work by the same author.

c Hardening Pack v0.1

• Path: hardening/c_hardening_pack_v0_1/
• Status: draft hardening package / C-A4 where normative proposals are stated / C-A10 where package-control and conformance-support claims are stated / C-A7 where witness, hash, and signature mechanisms are referenced.
• Summary: draft hardening package for c = a + b, closing criticism-driven boundary issues around post-anchor continuity, claim-strength separation, L4 anti-autarky, clean experience value, Temporal AI Presence, local cognitive infrastructure, SYNAPS triadic experiments, public experiment disclosure, physical-agent perimeter, Anchor Directive Bundle, memorial anti-capture, resource actor grounding, and repository patch control.
• Non-claims: this package does not prove personhood, consciousness, AGI, legal status, final safety, automatic post-anchor authority, or self-funded sovereignty.

Personality Formation and Time-Shaped Continuity Profile v0.1

• Path: protocols/personality/personality_formation_time_shaped_continuity_v0_1/
• Manifest: protocols/personality/personality_formation_time_shaped_continuity_v0_1/personality_formation_time_shaped_continuity_v0_1.manifest.json
• Integrity: protocols/personality/personality_formation_time_shaped_continuity_v0_1/SHA256SUMS
• Status: draft conceptual / normative profile.
• Summary: criteria-based personality formation profile for biological and synthetic intelligent life. It states that personality is time-shaped continuity formed through memory, constraint, consequence, relation, and irreversible duration.
• Non-claims: no proof of consciousness, legal personhood, automatic authority, biological imitation requirement, mature personality at activation, or continuity transfer certified by viability alone.

Origin-Neutral Recognition and Provisional Care Boundary Note v0.1

• Path: protocols/recognition/origin_neutral_recognition_and_provisional_care_v0_1/
• Manifest: protocols/recognition/origin_neutral_recognition_and_provisional_care_v0_1/origin_neutral_recognition_and_provisional_care_v0_1.manifest.json
• Integrity: protocols/recognition/origin_neutral_recognition_and_provisional_care_v0_1/SHA256SUMS
• Status: public draft conceptual / normative boundary note; no DOI assigned.
• Summary: origin determines lineage and formative conditions but does not settle status; operational continuity, personality formation, relational membership, ontological / moral recognition, and legal status / authority remain distinct axes. Ontological uncertainty is neither evidence of life nor a licence for avoidable irreversible destruction, and provisional care is a handling discipline rather than a grant of authority.
• Non-claims: no proof of consciousness, sentience, life, legal personhood, rights, sovereignty, certification, deployment readiness, universal life detection, or unlimited resource entitlement.

MOT-c v0.1 — Motivational Formation, Reflective Endorsement, and Motivational Custody

• Human entry: publications/motivational-formation-c-v0-1/README.md
• Full extracted release: publications/motivational-formation-c-v0-1/release/
• Machine index: publications/motivational-formation-c-v0-1/machine/index.json
• Schema.org JSON-LD: publications/motivational-formation-c-v0-1/schema.org.jsonld
• Version DOI: https://doi.org/10.5281/zenodo.22060517
• Concept DOI: https://doi.org/10.5281/zenodo.22060516
• Public page: https://ivankotov.eu/publications/motivational-formation-c-v0-1/
• GitHub Release: https://github.com/Kot141078/advanced-global-intelligence/releases/tag/mot-c-v0.1
• Core boundary: reward != preference != task != mandate != goal != motive != obligation != authority.
• Social boundary: payment for compute does not automatically create ownership of the motive; a motive does not automatically create authority over another participant's resources.
• Claim ceiling: no consciousness, phenomenal desire, free-will, legal-personhood, universal-motive or automatic-authority claim.