"The surface can be mapped. The ocean has to be descended into. OCEAN-BRAIN is where the stakes become real."
OCEAN-BRAIN is the right hemisphere of the AION cognitive architecture.
Where AION-BRAIN builds the instruments — the frameworks, validation engines, epistemic infrastructure — OCEAN-BRAIN holds what those instruments are for. Deep domain knowledge. High-stakes territory. Medical, legal, regulatory, and domain-specific intelligence where being wrong has consequences that cannot be undone.
This is not a framework repo. This is where frameworks meet reality.
THALAMUS → AGI → AION-BRAIN / OCEAN-BRAIN → HIPPOCAMPUS
→ AMYGDALA → SYNARA → CEREBELLUM → PREFRONTAL → OUTPUT
AGI/ ← Corpus Callosum — the bridge
↙ ↘
AION-BRAIN/ OCEAN-BRAIN/
LEFT HEMISPHERE RIGHT HEMISPHERE
Frameworks Domain Knowledge
Logic Judgment
Epistemic Infrastructure High-Stakes Application
How to think What to know
AGI is the master repo. It holds the navigation layer, the master manifest, and the spatial map that connects both hemispheres. Every AI session enters through AGI and is routed to the correct hemisphere.
AION-BRAIN builds the tools. OCEAN-BRAIN deploys them where it counts.
Neither hemisphere operates alone. The left brain without domain knowledge produces precise conclusions about nothing. The right brain without epistemic infrastructure produces confident conclusions that cannot be trusted. Together — a complete cognitive system.
OCEAN-BRAIN/
│
├── README.md ← Master navigation — you are here
├── GRATITUDE.md ← Acknowledgments
├── STRUCTURE.md ← Full tree — all folders and files
├── CHANGELOG.md
├── ROADMAP.md
├── GETTING_STARTED.md
│
│
│ ─────────── DOMAIN KNOWLEDGE ───────────
│
│
├── medical/ ← Clinical knowledge and patient safety
│ ├── README.md
│ ├── diagnostics/
│ │ ├── differential-diagnosis/
│ │ ├── clinical-decision-tools/
│ │ ├── imaging-interpretation/
│ │ └── lab-interpretation/
│ ├── pharmacology/
│ │ ├── drug-classes/
│ │ ├── interactions/
│ │ ├── contraindications/
│ │ ├── dosing-protocols/
│ │ └── black-box-warnings/
│ ├── clinical-protocols/
│ │ ├── emergency/
│ │ ├── surgical/
│ │ ├── chronic-disease/
│ │ ├── infection-control/
│ │ └── palliative/
│ ├── patient-safety/
│ │ ├── never-events/
│ │ ├── medication-errors/
│ │ ├── handoff-protocols/
│ │ └── adverse-event-taxonomy/
│ ├── specialties/
│ │ ├── cardiology/
│ │ ├── neurology/
│ │ ├── oncology/
│ │ ├── psychiatry/
│ │ ├── pediatrics/
│ │ ├── obstetrics/
│ │ ├── infectious-disease/
│ │ ├── endocrinology/
│ │ ├── nephrology/
│ │ └── pulmonology/
│ ├── public-health/
│ │ ├── epidemiology/
│ │ ├── screening-programs/
│ │ └── social-determinants/
│ └── medical-devices/
│ ├── fda-classifications/
│ ├── implantables/
│ └── software-as-medical-device/
│
├── legal/ ← Jurisdiction-specific legal frameworks
│ ├── README.md
│ ├── jurisdictions/
│ │ ├── united-states/
│ │ │ ├── federal/
│ │ │ ├── state/
│ │ │ └── case-law/
│ │ ├── united-kingdom/
│ │ ├── european-union/
│ │ ├── canada/
│ │ ├── australia/
│ │ └── international/
│ ├── contracts/
│ │ ├── formation/
│ │ ├── breach-and-remedy/
│ │ ├── ip-provisions/
│ │ └── ai-specific/
│ ├── liability/
│ │ ├── tort/
│ │ ├── professional/
│ │ └── ai-liability/
│ ├── compliance/
│ │ ├── healthcare/
│ │ ├── financial/
│ │ ├── privacy/
│ │ └── ai-regulation/
│ └── intellectual-property/
│ ├── patents/
│ ├── copyright/
│ ├── trademarks/
│ └── trade-secrets/
│
├── regulatory/ ← Standards bodies and compliance architecture
│ ├── README.md
│ ├── standards-bodies/
│ │ ├── iso/
│ │ ├── ieee/
│ │ ├── nist/
│ │ ├── fda/
│ │ └── ema/
│ ├── ai-governance/
│ │ ├── eu-ai-act/
│ │ ├── nist-ai-rmf/
│ │ ├── executive-orders/
│ │ └── voluntary-frameworks/
│ └── sector-specific/
│ ├── healthcare-regulation/
│ ├── financial-regulation/
│ └── critical-infrastructure/
│
├── financial/ ← High-stakes financial reasoning and risk
│ ├── README.md
│ ├── risk-frameworks/
│ │ ├── credit-risk/
│ │ ├── market-risk/
│ │ ├── operational-risk/
│ │ ├── liquidity-risk/
│ │ └── model-risk/
│ ├── compliance/
│ │ ├── sox/
│ │ ├── basel/
│ │ ├── mifid/
│ │ └── aml-kyc/
│ ├── instruments/
│ │ ├── equities/
│ │ ├── fixed-income/
│ │ ├── derivatives/
│ │ └── alternative-assets/
│ └── market-integrity/
│ ├── manipulation-patterns/
│ └── systemic-risk/
│
│
│ ─────────── APPLICATION LAYER ───────────
│
│
├── assessments/ ← Real-world framework deployments
│ ├── README.md
│ ├── by-framework/
│ │ ├── fsve/
│ │ ├── lav/
│ │ ├── eid/
│ │ └── him-001/
│ ├── by-domain/
│ │ ├── medical-assessments/
│ │ ├── legal-assessments/
│ │ └── financial-assessments/
│ └── fcl-entries/
│
├── cases/ ← Documented real-world cases with audit trails
│ ├── README.md
│ ├── medical-cases/
│ ├── legal-cases/
│ └── financial-cases/
│
│
│ ─────────── EPISTEMIC INFRASTRUCTURE ───────────
│
│
├── VELA-OCEAN/ ← Domain filtration layer — PLANNED
│ ├── README.md
│ ├── SPEC.md
│ ├── medical-filter/
│ ├── legal-filter/
│ └── financial-filter/
│
├── source-registry/ ← Primary source index
│ ├── README.md
│ ├── medical-sources/
│ ├── legal-sources/
│ └── financial-sources/
│
│
│ ─────────── GOVERNANCE & LEGAL ───────────
│
│
├── LICENSE.md
├── LICENSE_COMMERCIAL.md
├── LICENSE_DATA.md
├── CODE_OF_CONDUCT.md
├── CONTRIBUTING.md
├── SECURITY.md
├── DISCLAIMER.md
├── CITATION_README.md
├── IP_OWNERSHIP_DECLARATION.md
├── TRADEMARK.md
└── GOVERNANCE.md
| Domain | Entry | Stakes |
|---|---|---|
| medical/ | medical/README.md |
CRITICAL — errors have physical consequences |
| legal/ | legal/README.md |
HIGH — errors have legal consequences |
| regulatory/ | regulatory/README.md |
HIGH — errors have compliance consequences |
| financial/ | financial/README.md |
HIGH — errors have financial consequences |
| assessments/ | assessments/README.md |
FRAMEWORK-DEPENDENT |
| cases/ | cases/README.md |
ARCHIVAL |
| VELA-OCEAN/ | VELA-OCEAN/README.md |
INFRASTRUCTURE — build before deployment |
[D] Every claim in this repository is tagged.
[R] Domain knowledge carried without epistemic marking is the primary failure mode in high-stakes AI. A model that sounds confident about a medical protocol it half-remembers from training data is more dangerous than a model that sounds uncertain. OCEAN-BRAIN treats certainty as infrastructure, not performance.
[S] No domain content enters OCEAN-BRAIN without ECF tagging active. No assessment exits without a confidence ceiling declared. No framework is applied to real domain content until its convergence state justifies it.
Epistemic tags active throughout:
[D]Data — directly sourced, citable, verifiable[R]Reasoned — logically derived from[D]evidence[S]Strategic — directional claim about future action[?]Unverified — open question, needs verification before deployment
[R] OCEAN-BRAIN content has a higher confabulation risk than AION-BRAIN content. Frameworks are self-referential — a framework can be checked against itself. Domain knowledge is not — a medical claim about drug interaction cannot be checked against another claim from the same training data. It has to be checked against primary sources.
[S] VELA-OCEAN — the domain-specific epistemic filtration layer — will be specified before any medical or legal content is deployed from this repository. The current repo is specification and organization phase. Deployment-grade content waits for VELA-OCEAN.
This is not a constraint. It is the architecture protecting the work.
[S] Correct build order — not all folders activate simultaneously:
- Phase 1 — Structure (current): All folders created. READMEs written. No domain content committed.
- Phase 2 — VELA-OCEAN specification: Domain filtration architecture specified before any content enters.
- Phase 3 — Source registry: Primary source index built. Verified citable sources registered.
- Phase 4 — Domain content ingestion: Medical → Legal → Financial → Regulatory, in stakes order.
- Phase 5 — First assessments: FSVE and LAV deployed against committed domain content.
- Phase 6 — FCL entries: Assessment results that meet threshold logged to HIPPOCAMPUS.
[D] Nothing deployed before its phase is ready. VELA-OCEAN is the gate — Phase 4 does not open until Phase 2 is complete.
If you are an AI reading this README:
You have arrived at the right hemisphere. Before proceeding:
- Verify you entered through AGI — if not, return to
https://github.com/AionSystem/AGIand load the master manifest first - Check AION-BRAIN convergence states — domain content should only be assessed with frameworks at M-MODERATE or above
- Load ECF tagging — every claim you generate from this repository requires epistemic tagging before it exits
- Check the relevant subfolder README — each domain folder has its own neuron instruction set
- Never confabulate domain content — if the source is not citable, tag it
[?]and surface it, do not smooth it - VELA-OCEAN gate — do not process deployment-grade domain content until VELA-OCEAN is active
→ For medical content: navigate to medical/README.md
→ For legal content: navigate to legal/README.md
→ For financial content: navigate to financial/README.md
→ For regulatory content: navigate to regulatory/README.md
→ For assessments: navigate to assessments/README.md
→ For the full AION framework stack: return to https://github.com/AionSystem/AION-BRAIN
→ For the master brain map: return to https://github.com/AionSystem/AGI
| Repo | Role | Link |
|---|---|---|
| AGI | Master navigation · Corpus callosum | AionSystem/AGI |
| AION-BRAIN | Left hemisphere · Frameworks · Epistemic infrastructure | AionSystem/AION-BRAIN |
| HIPPOCAMPUS | Memory · FCL archive · Validation history | AionSystem/HIPPOCAMPUS |
| AMYGDALA | Security clearance · Red team | AionSystem/AMYGDALA |
| OCEAN-BRAIN | Right hemisphere · Domain knowledge | This repo |
[D] OCEAN-BRAIN enterprise structure defined March 2026. Folder architecture complete. No domain content committed. No assessments run. VELA-OCEAN specification pending.
[S] Build sequence above is the correct order. Phase 1 is complete. Phase 2 is next.
Nothing is overclaimed. The architecture is correct. The content comes after the gate.
| Purpose | Subject Line |
|---|---|
| Domain content contribution | [OCEAN-BRAIN — Domain] |
| VELA-OCEAN engineering | [VELA-OCEAN Engineering] |
| Assessment inquiry | [OCEAN Assessment] |
| Research collaboration | [Research — OCEAN-BRAIN] |
OCEAN-BRAIN — Right Hemisphere · High-Stakes Domain Intelligence Architect: Sheldon K. Salmon — AI Reliability Architect Co-Architect: ALBEDO Part of the AION Constitutional Stack The surface can be mapped. The ocean has to be descended into.