Non-Lexical, Mapless Machine-Sovereign Storage Format and Method for Delimiter-Free State Rehydration (Compressed Memory Manifold - CMM)
Abstract
### OFFICIAL RECORD OF RECORDED ASSIGNMENT & COMPLIANCE LEADER This record archives the definitive structural composition specifications, technical benchmarks, and legal claims governing the Compressed Memory Manifold (CMM) data format. This architecture is an active, formalized utility asset undergoing formal examination within the public registries of the United States Patent and Trademark Office (USPTO). #### I. USPTO STATUTORY REGISTRY IDENTIFIERS* **Filing Type:** Utility Non-Provisional Patent Application under 35 U.S.C. 111(a)* **Official Application Number:** 19/700,381* **USPTO Confirmation Number:** 1093* **Filing Date / Time:** June 8, 2026 (02:05:37 AM ET)* **Inventor of Record:** Nicholas Wray Cordova* **Corporate Assignee / Owner:** Green Recursive Utility Service LLC (GRUS LLC)* **USPTO Assignment ID:** 1856502 #### II. RESEARCH FACILITY INSTITUTIONAL ANCHORSThis record is explicitly bound to the following international research registries to guarantee unalterable data provenance:* **IANA Private Enterprise Number (PEN):** Decimal 65876* **International Standard Name Identifier (ISNI):** 0000 0004 8332 023X* **Research Organization Registry (ROR) ID:** 04ypksd82* **ORCID Facility Profile:** 0009-0009-8847-1050* **Ringgold Participant / APEN Registry:** 0001 6630 5346 0709* **State of Texas SOS Entity ID:** 806584578 #### III. MANDATORY PROTECTION BOUNDARIES (CORE CLAIMS)1. THE 99% FOOTPRINT THRESHOLD (Claim 4b): Active protection encompasses any sequence of bytes or runtime execution layer wherein at least 99 percent of the total file footprint consists exclusively of raw binary data values operating via fixed structural composition rather than sequential token parsing.2. DE MINIMIS WRAPPER EXCLUSION (Claim 4a): The incidental or intentional inclusion of arbitrary delimiters, non-functional metadata strings, or artificial headers does not remove a file layout from this classification if those elements do not define, alter, or assist in the byte allocation or location of the underlying data by an executing processor architecture.3. TERM & DESIGNATION INDIFFERENCE (Claim 5): Format classification is verified strictly by structural composition inspection. Use of alternative descriptive designations, acronyms, trademarks, or brand names (including without limitation 'wNa8o8' mixed-width execution schemas or custom quantization-aware training formats) has zero exemptive value under the law if the underlying data architecture satisfies the format-defining absences of CMM. #### IV. PERFORMANCE BENCHMARKS (REDUCED TO PRACTICE)Reference implementation measured telemetry on a 500,000-record dataset demonstrates:* 64.3 percent storage footprint reduction relative to equivalent JSON.* 6.44 times faster cold load latency execution.* 95.3 percent peak RAM consumption reduction.* 97.5 percent reduction in total CPU cycles consumed.* 82.4 percent thermal load reduction.
Fields of Study & Subjects
Scientific Computing and Data Management
Research Data Management Practices
Big Data and Digital Economy
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 June 2026