The Cognitive Prosthesis

GHoSt (Grounded Host, Stateful Anchor) is a local-first, evidence-gated cognitive prosthesis and sovereign memory graph. It is engineered for individuals living with traumatic brain injury, PTSD, and severe episodic memory deficits, providing a reliable continuity layer that fails silently rather than confabulating. The system operates entirely offline on bare-metal consumer hardware to eliminate cloud dependency and protect personal data. It utilizes the JULES pipeline for review-gated extraction, the Laya deterministic router to prevent generative hallucinations, and a hybrid retrieval stack combining FTS5 and sqlite-vec. While designed as a medical-grade memory fallback, its architecture provides a permanent structural upgrade for developers, writers, and creators requiring persistent local context without corporate surveillance.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23826279
Primary Topic
Cognitive Computing and Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

The Cognitive Prosthesis

Kelly Jacqueline Spear
Zenodo (CERN European Organization for Nuclear Research)
Cognitive Computing and Networks
article

The Cognitive Prosthesis

Kelly Jacqueline Spear
article en

Abstract

GHoSt (Grounded Host, Stateful Anchor) is a local-first, evidence-gated cognitive prosthesis and sovereign memory graph. It is engineered for individuals living with traumatic brain injury, PTSD, and severe episodic memory deficits, providing a reliable continuity layer that fails silently rather than confabulating. The system operates entirely offline on bare-metal consumer hardware to eliminate cloud dependency and protect personal data. It utilizes the JULES pipeline for review-gated extraction, the Laya deterministic router to prevent generative hallucinations, and a hybrid retrieval stack combining FTS5 and sqlite-vec. While designed as a medical-grade memory fallback, its architecture provides a permanent structural upgrade for developers, writers, and creators requiring persistent local context without corporate surveillance.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 13%
Cognitive Computing and Networks
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