Neural Data Sovereignty - Bryant McGill

# Neural Data Sovereignty **Entity class:** Technology, method, or technical system **Domain:** Data Governance / Neuroethics **Doc Type:** Governance Concept Node **Maturity:** Emerging Architecture and Policy Principle **Related:** [[Mental Privacy]], [[Personal Data Pods]], [[Neural Data Provenance]], [[Neurorights]] --- ## Definition **Neural data sovereignty** is meaningful control over the collection, storage, processing, inference, sharing, transfer, retention, and deletion of neural data and derived mental-state information. Sovereignty includes enforceable authority, not merely nominal ownership language. ## Architectural implications Control requires portable data, granular permissions, revocation, audit trails, provenance, encryption, identity and delegation rules, and explicit handling of derived models that may continue to encode information after source records are deleted. ## Neurotech cluster route **Collection:** [[collections/Neurotech|Neurotech]] **Source articles:** [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]] · [[articles/The Organic-Synthetic Brain Atlas|The Organic-Synthetic Brain Atlas]] ## Relationships [[wiki/Neural Data Sovereignty|Neural Data Sovereignty]] is related to [[collections/Neurotech|Neurotech]] through [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]] and [[articles/The Organic-Synthetic Brain Atlas|The Organic-Synthetic Brain Atlas]].  This entry is routed through [[collections/Consciousness Continuity|Consciousness Continuity]], [[collections/Neurotech|Neurotech]], and [[collections/Machine Succession|Machine Succession]]. Its source context is developed in [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]], [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]], [[articles/The Next Interface Layer|The Next Interface Layer]], and [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]]. Status-qualified source edges are preserved in the terminal Research Edges section. ### Connections in this corpus - [[wiki/LMCache tenant encryption|LMCache tenant encryption]] is connected in the corpus with **Neural Data Sovereignty**. Durable personal context can be encrypted by tenant, although active runtime remains exposed. ### Additional Documented Relationships - [[wiki/LMCache|LMCache]] is connected in the corpus with **Neural Data Sovereignty**. Durable personal context can be encrypted by tenant. although active runtime remains exposed.  ## Read First in the Wiki  - [[wiki/Honest Computing|Honest Computing]] — supplies the related concept or analytic term context needed to place **Neural Data Sovereignty** within the wider system. - [[wiki/Neural Data Provenance|Neural Data Provenance]] — supplies the related technology, method, or technical system context needed to place **Neural Data Sovereignty** within the wider system. - [[wiki/Neural Interfaces and Continuity Architecture|Neural Interfaces and Continuity Architecture]] — supplies the related technology, method, or technical system context needed to place **Neural Data Sovereignty** within the wider system.  ## Related Work in the Corpus  - In [[articles/The Organic-Synthetic Brain Atlas|The Organic-Synthetic Brain Atlas]], **Movement IX — Infrastructure Layer: Funding, Regulation, and Institutional Geography** provides the narrative context for **Neural Data Sovereignty**: Wiki route: BRAIN Initiative · DARPA N3 · MICrONS · neurorights · neural data sovereignty. - In [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]], ****6\. Neuro-Rights, Ethics, and Governance of Neural Data**** provides the narrative context for **Neural Data Sovereignty**: Concept route: neurorights · UNESCO Recommendation on the Ethics of Neurotechnology · mental privacy · cognitive liberty · psychological continuity · neural data sovereignty · personal data pods · Solid · honest computing ·…  ## Research Edges  #### Host–residual infrastructure patch — 2026-09-10 **Collections:** [[collections/Consciousness Continuity|Consciousness Continuity]] · [[collections/Neurotech|Neurotech]] · [[collections/Machine Succession|Machine Succession]] **Canonical source article:** [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]] **Related acquisition source:** [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] **Relationship source:** [[research/Mind Uploading and AI Host-Residual Ecosystem Relationship Graph - 2026-09-10|Mind Uploading and AI Host-Residual Ecosystem Relationship Graph — 2026-09-10]] #### Outgoing typed edges - **HR-0806 — `wiki_links_to` → [[wiki/Neural Data Provenance|Neural Data Provenance]]** — **EXISTING WIKI EDGE**; evidence `WIKI_ARCHIVE`. Direct internal link currently present in `Neural Data Sovereignty.md`. - **HR-0807 — `wiki_links_to` → [[wiki/Neural Data Sovereignty|Neural Data Sovereignty]]** — **EXISTING WIKI EDGE**; evidence `WIKI_ARCHIVE`. Direct internal link currently present in `Neural Data Sovereignty.md`. #### Incoming typed edges - **HR-0691 — [[wiki/Honest Computing|Honest Computing]] `wiki_links_to` → this entry** — **EXISTING WIKI EDGE**; evidence `WIKI_ARCHIVE`. Direct internal link currently present in `Honest Computing.md`. - **HR-0807 — [[wiki/Neural Data Sovereignty|Neural Data Sovereignty]] `wiki_links_to` → this entry** — **EXISTING WIKI EDGE**; evidence `WIKI_ARCHIVE`. Direct internal link currently present in `Neural Data Sovereignty.md`. - **HR-0828 — [[wiki/Neural Interfaces and Continuity Architecture|Neural Interfaces and Continuity Architecture]] `wiki_links_to` → this entry** — **EXISTING WIKI EDGE**; evidence `WIKI_ARCHIVE`. Direct internal link currently present in `Neural Interfaces and Continuity Architecture.md`. - **HR-1405 — [[wiki/LMCache|LMCache tenant encryption]] `cross_threads` → this entry** — **HIGH VALUE CROSS THREAD**; evidence `ARTICLE`, `WIKI_ARCHIVE`. Durable personal context can be encrypted by tenant, although active runtime remains exposed.  ## Research Inference Attractors  These are secondary semantic placements for the inference attractor network. Each statement keeps its original ID and tier; its canonical cluster page links back to every destination. Source register: [[research/Research Inferences|Research Inferences]]. Interpretive context: [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] and [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]]. Collection route: [[collections/Neurotech|Neurotech]]. - **INF-0079 — Strongly indicated.** Shared-autonomy control already lets sparse neural signal drive complex action by delegating execution detail to an autonomous system. As the autonomous half improves, the neural half required shrinks, which means interface capability rises without any improvement to the implant. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0084 — Plausible.** If brain activity and language both map into one multimodal embedding space, that space is the interchange format between minds and machines. A common latent representation is the actual technical meaning of interoperability between a nervous system and a model. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0088 — Plausible.** Persistent agent memory systems are already solving the problem of carrying identity across stateless inference episodes. That is the same architecture a continuity sidecar requires, and it is being debugged commercially at enormous scale for unrelated reasons. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0089 — Strongly indicated.** When models became stateful, the durable asset moved from the weights to the accumulated per-user state. That relocation is precisely the host/residual split: the reusable prior lives in the model, and the person lives in the delta. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0091 — Plausible.** Treating a neural interface as a faster keyboard caps its value at typing speed. The configurations that exceed human output rates are the ones that skip language altogether and exchange embeddings, which requires the receiving system to be a model rather than a person. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0093 — Strongly indicated.** Consumer devices already carry electrodes near the head in earbuds and headsets, which makes passive neural sensing an accessory question rather than a surgical one. The first population-scale neural dataset will be collected by consumer hardware, not by clinics. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0100 — Strongly indicated.** If neural input, personal state, and the assisting model are supplied by one vendor, switching costs become cognitive rather than commercial. Portability of the personal residual is therefore the single most consequential standards fight of the next decade, and it is currently unclaimed. - **Canonical cluster:** [[wiki/Cognitive Interface Layer|Cognitive Interface Layer]] - **INF-0351 — Analytic.** Telemedicine built on episodic video replicates the office visit at distance; telemedicine built on continuous telemetry replaces it with monitoring. The second model makes the clinician a supervisor of an autonomous loop rather than the loop itself. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]] - **INF-0362 — Established.** Implanted neurostimulators are already programmed remotely, meaning a clinician adjusts a brain's operating parameters over a network. Remote parameter adjustment of a nervous system is an existing clinical workflow with an existing billing code. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]] - **INF-0364 — Plausible.** A lifetime of continuous physiological and neural telemetry constitutes the most complete external record of a person that has ever existed. That record is a continuity asset regardless of whether it was collected for one, which makes health infrastructure an unplanned residual repository. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]] - **INF-0368 — Analytic.** Continuous telemetry crossing borders implicates data-residency law in every remote-care relationship. The technical architecture of care is therefore shaped by privacy statute, which is why compliance engineering determines clinical topology. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]] - **INF-0369 — Plausible.** Continuous physiological data enables individualized risk pricing, which converts health insurance from pooled risk into measured risk. That conversion is a structural change to the institution, and it follows automatically from the data becoming available. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]] - **INF-0370 — Analytic.** When measurement is continuous and ambient, per-event consent becomes impractical and defaults govern outcomes. Default settings are therefore the actual privacy policy, and they are set by product designers rather than by legislators. - **Canonical cluster:** [[wiki/Networked Body|Networked Body]]