About
An independent research practice.
Automate Capture Research is run by Andrew Young in Sioux Falls, South Dakota. It publishes experiments in AI memory, model composition, and inference alongside the records that describe their scope and current status.
Scope and standards
This is independent work, without an institutional affiliation or a claim of peer review unless a specific paper says so. The public journal archive consists of preprints and working papers.
Each record should make its status, available artifacts, and material limitations visible. A paper’s code link, if present, is an available artifact; it does not by itself establish independent reproduction.
The practice is related to Automate Capture, LLC, whose commercial engineering work is presented separately at the company site.
Public contact and records
Questions, corrections, and artifact discussions can use the public channels below.
Editorial notes
Results and paper records may be revised as methods, figures, or artifact availability are clarified. Updated pages identify their public revision date; corrections belong with the affected paper rather than as a separate marketing claim.