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U.S. Patent Application 19/728,053: Artificial Intelligence Loader

Filed record

USPTO filing receiptUSPTO filing receipt
mailed July 20, 2026 (PDF) Application Data Sheet, benefit claim, page 1Application Data Sheet as filed
benefit of 63/878,337 (Sept 9, 2025) Application Data Sheet, benefit claim, page 2Application Data Sheet as filed
benefit of 63/899,158 (Oct 14, 2025)
Application number19/728,053Filing dateJuly 1, 2026
Confirmation number5055Attorney docket61525-0004001
Claims20 (3 independent)Foreign filing licenseGranted July 16, 2026
Benefit claimed63/878,337 (September 9, 2025); 63/899,158 (October 14, 2025)
ApplicantVMS InstitutePrepared and filed byFish & Richardson P.C.

Specification and drawings reproduced below as filed, with paragraph numbers. Claims not reproduced; the USPTO publishes the complete application in March 2027. The filing receipt predates processing of the application data sheet; a corrected receipt will be posted when issued. Specification and drawings, one PDF (122 pages).

Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for preparing a scientific framework for artificial intelligence (AI) ingestion. In one aspect, a method includes receiving a source framework that includes primitives. The source framework spans domains. The source framework defines calibration anchors that include or more of electron mass, muon lifetime, or hydrogen spectral lines. The source framework is decomposed into atomic units that include primitive definitions, derivation chains with mathematical justification, calibration anchors with measurement sources, and falsifiability anchors with expected ranges. The source framework is compressed using geometric compression primitives. A staged verification protocol is generated. Lexicon mapping rules that maintain consistent terminology and enable translation between legacy and novel terminology systems are defined. At least one single-parameter scale lock that prevents modification of a registered fundamental constant during reasoning is defined. At least one holdout observable is registered.

Specification

  1. Field, Background and Summary [0001]–[0055]
  2. Brief Description of the Drawings [0056]–[0070]
  3. Definitions and Terminology [0071]–[0103]
  4. System Overview: Preparation Pipeline, Runtime Layer and Package Format [0104]–[0181]
  5. Staged Verification Protocol [0182]–[0201]
  6. Drift Detection [0202]–[0212]
  7. Error Propagation and Recovery [0213]–[0226]
  8. Domain Boundary Enforcement [0227]–[0232]
  9. Delivery Architecture [0233]–[0238]
  10. Ordering Controller and State Machine [0239]–[0253]
  11. Hardware Co-processor [0254]–[0270]
  12. Processes [0271]–[0327]
  13. Computer System and General Provisions [0328]–[0346]

Drawings

FIG. 1AFIG. 1AFIG. 1BFIG. 1BFIG. 1CFIG. 1CFIG. 2FIG. 2FIG. 3FIG. 3FIG. 4FIG. 4FIG. 5FIG. 5FIG. 6FIG. 6FIG. 7FIG. 7FIG. 8FIG. 8FIG. 9FIG. 9FIG. 10FIG. 10FIG. 11FIG. 11FIG. 12FIG. 12

Related filing: calibration and physical-control engine

"Refining Fundamental Asymmetries in Physical Models." U.S. Application No. 19/802,308, filed September 9, 2026, confirmation no. 4721, docket 61525-0003001, 22 claims; and International Application PCT/US26/44857, filed September 9, 2026 at the United States Receiving Office, docket 61525-0003WO1. Both claim the benefit of U.S. Provisional Applications 63/878,337 (September 9, 2025) and 63/899,158 (October 14, 2025). This family is a separate program from the loader; its specification is not reproduced here. Filing record.

USPTO filing receipt, 19/802,308USPTO filing receipt, 19/802,308
mailed September 24, 2026 (PDF) USPTO electronic acknowledgement receipt, PCT/US26/44857USPTO electronic acknowledgement receipt
PCT/US26/44857, September 9, 2026 (PDF)

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