Family Four: Self-verifying vector and GPU retrieval substrate: Same data, same result, verifiable at every step: every index proves it was built from the database it serves.
Year: 2026
Type: article
Abstract: Same data, same result, verifiable at every step: every index proves it was built from the database it serves.. Methods and Systems for a Self-Verifying Deterministic Vector Index and GPU Retrieval Substrate Materialized From a Relational System of Record. U.S. Provisional Patent Application No. 64/148,001 (patent pending). Embodied in the vector store of the Inference Fabric. Traditional vector pipelines create multiple copies of data, a source database, a vector store, index files, GPU memory, with no provable link between them. Data can drift, go stale or be corrupted, and nobody can prove what produced a result. Here the relational database is the only authority. Vectors are exported deterministically into memory-mapped shards that serve reads and carry references back to the database; they are serving representations, never another authoritative copy. Canonical page: https://coreyjames.ai/research/family-four-self-verifying-vector-substrate/. Repository document: https://github.com/coreyjames-ai/portfolio/tree/main/research/patent-families/family-four-self-verifying-vector-substrate, mirrored at https://gitlab.com/coreyjames-ai/portfolio/-/tree/main/research/patent-families/family-four-self-verifying-vector-substrate. Generated from the coreyjames.ai inventory on 2026-10-28; every figure and evidence line in this report is one on the canonical page it cites.
Author: James, Corey
Language: English
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7224092066