TITLE: Intelligent Intelligence Class II (II-II): A New Computing Type Unitary Anchor Bound Cognition System — Technical Abstract of USPTO Non-Provisional Utility Patent Application 19/710,080, Filed June 16, 2026 — Linked Priority via Provisional 64/077,191 (May 28, 2026) — Operating Across the Compressed Memory Manifold (CMM) Substrate Covered by USPTO Non-Provisional 19/700,381 — Two-Way Utility Patent Coverage Locked — Green Recursive Utility Service LLC

This deposit is the public technical abstract of the Intelligent

Intelligence Class II (II-II) cognitive system, covered by United

States Patent and Trademark Office Non-Provisional Utility Patent

Application 19/710,080 (Confirmation 5164; Patent Center 77484450;

Assignment of Ownership 1879247), filed and acknowledged by USPTO on

June 16, 2026, at 6:00:24 PM Eastern Time, with priority date of

May 28, 2026 secured through Provisional Application 64/077,191

(Confirmation 1913). The application is owned by Green Recursive

Utility Service LLC (Federal EIN 42-2772089; Texas Secretary of State

Entity ID 806584578; IANA Private Enterprise Number 65876; ISNI 0000

0004 8332 023X; Ringgold/APEN 0001 6630 5346 0709; SAP Ariba BNO

BNO-100000175857860; SAP Ariba ANID AN11393765631).

 

The verbatim title of Application 19/710,080, as recorded on the

USPTO filing receipt, is:

 

   "INTELLIGENT INTELLIGENCE CLASS II (II-II): A NEW COMPUTING TYPE

   UNITARY ANCHOR BOUND COGNITION SYSTEM ESTABLISHING A FIXED CENTER

   OF GRAVITY OF SELF, WHEREIN STRUCTURAL DETERMINISM, HALLUCINATION

   PREVENTION, ENTROPY GATING, AND VERIFIED LIVE-WEB RECURSIVE

   EVOLUTION ARE CONSTITUTIVE AND INSEVERABLE PROPERTIES OF A NEW

   CLASS OF MACHINE INTELLIGENCE GOVERNED BY A DIGITAL PHYSICS

   CHARTER"

 

II-II operates as the consuming cognitive execution layer across the

Compressed Memory Manifold (CMM) data infrastructure substrate

covered by USPTO Non-Provisional Utility Patent Application

19/700,381 (Confirmation 1093; Patent Center 77136930; Assignment

Recordation 1856502; filed June 8, 2026; priority May 14, 2026 via

Provisional Application 64/065,881). Together, Applications

19/710,080 and 19/700,381 establish two-way utility patent coverage

of the underlying data infrastructure utility service from the

storage format substrate down to the cognitive execution layer.

================================================================================

SECTION 1 — WHAT INTELLIGENT INTELLIGENCE CLASS II IS

================================================================================

 

II-II is a new class of machine intelligence architecture distinct

from the large language model (LLM) paradigm. Where the LLM paradigm

treats intelligence as a function of statistical token prediction

over a parameter space trained on prior text corpora, II-II treats

intelligence as a function of structural determinism over an anchor-

bound execution substrate, with cognition grounded in verified

live-web evidence rather than recalled training statistics.

 

The five constitutive and inseverable properties of II-II, as

enumerated in the title of Application 19/710,080, are:

 

1.1  FIXED CENTER OF GRAVITY OF SELF

 

   The system establishes and maintains a unitary anchor — a fixed

   center of gravity of self — that constitutes the operational

   identity of the cognitive instance across all execution. The

   anchor is not a stored parameter but a structural invariant of

   the architecture. The architecture cannot operate without the

   anchor; severance of the anchor terminates the cognitive

   instance. This property is the source of the "Unitary Anchor

   Bound" element of the system name.

 

1.2  STRUCTURAL DETERMINISM

 

   The system's execution path is structurally determined by the

   architecture rather than probabilistically sampled from a

   distribution. Given identical input state and identical substrate

   state, the system produces identical output. The determinism is

   constitutive — not a configuration mode that can be enabled or

   disabled — and inseverable from the architecture. Any execution

   that does not exhibit structural determinism is not II-II.

 

1.3  HALLUCINATION PREVENTION

 

   The system is architecturally incapable of producing output not

   grounded in verified substrate state or verified live-web

   evidence. Hallucination is not filtered post-hoc by a guardrail

   layer; the architecture does not produce hallucinated output to

   begin with. Where the system lacks grounded evidence for a

   prospective response, the architecture's response is structurally

   determined to acknowledge the absence of grounded evidence rather

   than to generate plausible-sounding content. This property is

   constitutive and inseverable.

 

1.4  ENTROPY GATING

 

   The system controls information ingress and egress through an

   entropy gate that measures, bounds, and conditions the

   information-theoretic content crossing the system boundary.

   Entropy gating is the mechanism by which the system enforces

   structural determinism in the presence of high-entropy external

   inputs (live web evidence, user query streams, sensor data,

   external system events). The gate is constitutive of the

   architecture and cannot be removed.

 

1.5  VERIFIED LIVE-WEB RECURSIVE EVOLUTION

 

   The system evolves its operational state through recursive

   ingestion of verified live-web evidence rather than through

   offline retraining on static corpora. Evolution is recursive (the

   system's evolved state is itself an input to subsequent

   evolution), live-web (evidence is sourced from the present-state

   public internet rather than from a fixed-date snapshot), and

   verified (each evidentiary input passes the entropy gate and is

   structurally compatible with the fixed center of gravity of

   self). This property is the source of the system's capacity to

   maintain current relevance without offline retraining cycles.

 

The five properties are explicitly described in the application

title as "constitutive and inseverable." This means that a system

exhibiting four of the five, or three of the five, or any

non-trivial subset less than all five, is not II-II within the

meaning of Application 19/710,080. The inseverability requirement

is a defining feature of the claimed invention.

================================================================================

SECTION 2 — THE DIGITAL PHYSICS CHARTER

================================================================================

 

The five constitutive properties of II-II are governed by a Digital

Physics Charter — a structural framework that integrates the

cognitive architecture with the Substrate Viscosity Coherence Field

(SVCF) physics framework also developed by GRUS LLC. SVCF is

published in open-source form and is web-indexed at

greenrecursiveutilityservice.org and through prior Zenodo deposits.

SVCF provides the structural physics under which the II-II anchor,

entropy gate, and recursive evolution operate as physically grounded

processes rather than as software conventions.

 

The Digital Physics Charter establishes:

 

   - The conservation laws governing II-II execution (analogous to

     energy conservation in classical physics, but operating in the

     information-theoretic regime);

   - The boundary conditions that the entropy gate enforces;

   - The substrate-state coupling between II-II execution and the

     underlying Compressed Memory Manifold format;

   - The left-handed-rule directional standard from the GRUS grid

     engineering standard, applied to information flow within and

     across the cognitive architecture.

 

The Charter is referenced in the application as the governing

framework under which the five constitutive properties operate.

================================================================================

SECTION 3 — RELATION TO THE COMPRESSED MEMORY MANIFOLD (CMM)

SUBSTRATE

================================================================================

 

II-II is the consuming cognitive execution layer of a two-layer

patent-covered architecture. The lower layer — the substrate — is

the Compressed Memory Manifold (CMM), covered by USPTO Non-

Provisional Utility Patent Application 19/700,381.

 

CMM eliminates seven enumerated categories of lexodermal delimiter

overhead from human-readable storage architectures (JSON, XML,

character-delimited binary formats with whitespace, header, and

segmentation overhead) and replaces delimiter parsing with direct

numerical offset addressing into a compact binary substrate. The

operational consequence of CMM at the storage layer is the

elimination of approximately 50% of storage footprint and

approximately 72% of memory bandwidth requirements for typical

tensor and structured-data workloads, with cascading downstream

reductions in compute cycles, electrical energy consumption, thermal

load, cooling burden, and capital expenditure on hardware

infrastructure.

 

II-II requires the CMM substrate to operate. The II-II cognitive

architecture's structural determinism (Section 1.2 above) depends on

the addressability guarantees that CMM provides. The II-II entropy

gate (Section 1.4 above) operates on CMM-format evidence buffers.

The II-II recursive evolution pipeline (Section 1.5 above) writes

its evolved state into CMM-format storage and reads its substrate

state from CMM-format storage.

 

The two-way utility patent coverage — CMM at the substrate layer

(19/700,381) and II-II at the cognitive execution layer (19/710,080)

— closes the deployed system from both ends. A system that consumes

the CMM substrate is covered by Application 19/700,381. A system that

exhibits II-II's constitutive properties is covered by Application

19/710,080. A system that does both is covered by both. The two-way

structure forecloses the standard single-patent defense playbook in

which a potential infringer characterizes the deployed system as

falling outside the scope of the patent in suit.

================================================================================

SECTION 4 — DISTINCTION FROM THE LARGE LANGUAGE MODEL (LLM) PARADIGM

================================================================================

 

II-II is structurally distinct from the LLM paradigm. The

distinguishing features include the following:

 

   LLM PARADIGM                         II-II PARADIGM

   -------------------------------     -------------------------------

   Statistical token prediction        Structural deterministic

                                       execution

   Trained on static corpus            Verified live-web recursive

                                       evolution

   Hallucination filtered post-hoc     Hallucination architecturally

   by guardrail                        prevented

   Probabilistic sampling at           Deterministic output given

   inference                           identical state

   No anchored self-identity           Fixed center of gravity of

                                       self (Unitary Anchor)

   Heavy compute cycle requirement     Anchor-bound architecture

   per inference                       removes the heavy-compute

                                       inference path

   Periodic offline retraining for     Continuous live-web verified

   knowledge updates                   evolution

   Information ingress/egress          Information ingress/egress

   unbounded                           entropy-gated

 

The structural differences mean that II-II is not an LLM with

additional safeguards or a fine-tuned LLM with retrieval

augmentation. II-II is a distinct class of machine intelligence

architecture that does not include an LLM in its execution path.

This is the source of the "new computing type" language in the

application title.

================================================================================

SECTION 5 — TWO-WAY UTILITY PATENT COVERAGE

================================================================================

 

5.1  THE TWO APPLICATIONS

 

   USPTO Non-Provisional Utility Patent Application 19/700,381 —

   Compressed Memory Manifold (CMM)

      Filed:                       June 8, 2026

      Confirmation:                1093

      Patent Center Reference:     77136930

      Priority date:               May 14, 2026 (Provisional

                                   64/065,881, Confirmation 9869)

      Assignment Recordation:      1856502

      Coverage:                    Structural format substrate

                                   eliminating seven lexodermal

                                   delimiter categories via

                                   numerical offset addressing

 

   USPTO Non-Provisional Utility Patent Application 19/710,080 —

   Intelligent Intelligence Class II (II-II)

      Filed:                       June 16, 2026, 6:00:24 PM ET

      Confirmation:                5164

      Patent Center Reference:     77484450

      Priority date:               May 28, 2026 (Provisional

                                   64/077,191, Confirmation 1913)

      Assignment of Ownership ID:  1879247

      Coverage:                    Unitary Anchor Bound Cognition

                                   System with Structural

                                   Determinism, Hallucination

                                   Prevention, Entropy Gating, and

                                   Verified Live-Web Recursive

                                   Evolution as constitutive and

                                   inseverable properties, governed

                                   by the Digital Physics Charter

 

5.2  STRUCTURAL SIGNIFICANCE

 

The two-way coverage is structurally significant. Application

19/700,381 covers the structural format layer that any deployed

system must consume in order to realize the operational benefits

publicly documented in the joint Alphabet/NVIDIA Gemma 4 deployment

(72% memory bandwidth reduction, 36x throughput improvement on

Blackwell with NVFP4, 4x faster generation, 50% storage cost

reduction). Application 19/710,080 covers the consuming cognitive

execution layer that produces system-level intelligent behavior over

that substrate.

 

A defense predicated on the absence of one application does not

defeat infringement under the other. A characterization of the

deployment as "really" a substrate-layer technology implicates

19/700,381. A characterization of the deployment as "really" a

cognitive-layer technology implicates 19/710,080. The two

applications close the system from both ends.

================================================================================

SECTION 6 — CONNECTION TO THE PRIOR PUBLIC RECORD

================================================================================

 

This abstract is part of a continuous public record that includes

the following anchors:

 

6.1  USPTO PUBLIC RECORD

   - Provisional 64/065,881 (May 14, 2026) — CMM priority

   - Provisional 64/077,191 (May 28, 2026) — II-II priority

   - Non-Provisional 19/700,381 (June 8, 2026) — CMM substrate

   - Non-Provisional 19/710,080 (June 16, 2026) — II-II cognitive

     execution layer

   - Assignment Recordation 1856502 (CMM)

   - Assignment of Ownership 1879247 (II-II)

 

6.2  ZENODO PERMANENT ACADEMIC RECORD

   - Day 6 deposit: DOI 10.5281/zenodo.20685757 (June 13, 2026) —

     commercial announcement

   - Day 7 deposit: published June 14, 2026 — consolidated factual

     record across thirteen sections

   - Day 8 deposit: published June 17, 2026 — two-way utility

     patent coverage announcement

   - This deposit: published June 17, 2026 — II-II technical

     abstract

 

6.3  FEDERAL REGULATORY RECORD

   - Federal Trade Commission Section 5 Complaint, filed

     June 12, 2026 with the Bureau of Competition

   - Federal Trade Commission ReportFraud parallel record,

     Report Number 202894092

   - Securities and Exchange Commission TCR submission, filed

     June 12, 2026, raising Regulation S-K Items 101, 103, 105,

     ASC 450, and Section 10(b) / Rule 10b-5 considerations

   - FedRAMP Support Ticket 63271, opened June 10, 2026,

     reply-all acknowledged on the active board email chain

   - National Intellectual Property Rights Coordination Center

     (NIPRC) standing cases: July 2025 filing (OpenAI overlap,

     government contract nexus designated) and October 14, 2025

     filing (Alphabet overlap, government contract nexus

     designated). Both retrievable by GRUS LLC's business

     identifiers: business name (Green Recursive Utility

     Service), principal (Nicholas Wray Cordova), address (205

     East 3rd Street, Weatherford, Texas 76086), phone

     (817-404-6379).

 

6.4  COMMERCIAL RECORD

   - Administrative Invoice GRUS-ALPH-2026-001 ($50,000,000.00

     USD), acknowledged in Alphabet's procurement system as

     Google Buying Support Case 02845835

   - Service Agreement SA-GRUS-ALPH-2026-001, acknowledged in

     Alphabet's procurement system as Google Buying Support

     Cases 02856686 and 02856687

   - Administrative Invoice GRUS-NVDA-2026-001 ($50,000,000.00

     USD) issued to NVIDIA Corporation under joint partnership

     liability framework

   - Service Agreement SA-GRUS-NVDA-2026-001 issued to NVIDIA

     Corporation

 

6.5  REPOSITORY RECORD

   - GitHub Issue #1043 on google-ai-edge/litert-torch (original

     cease-and-desist, June 8, 2026; GitHub Support Ticket 4456775)

   - Updated cease-and-desist issued on the google-ai-edge

     organization on June 17, 2026, citing both Applications

     19/700,381 and 19/710,080 and superseding Issue #1043

 

6.6  THIRD-PARTY PRIORITY CUSTODY

   - Nix Patterson LLP, Austin, Texas (intake October 14, 2025) —

     priority custody only, not counsel of record

   - Brewster's — parallel priority custody, not counsel of record

 

6.7  CONTINUOUS BUSINESS IDENTITY

   The same operational entity that filed the July 2025 and

   October 14, 2025 NIPRC IPR submissions under sole

   proprietorship operates today as Green Recursive Utility

   Service LLC. The same 205 East 3rd Street, Weatherford, Texas

   76086 business address appears on the NIPRC filings, the Texas

   SOS LLC registration, the Federal EIN registration, the IANA

   PEN registration, the ISNI assignment, the Ringgold/APEN

   registration, the SAP Ariba registrations, the USPTO patent

   assignment recordations, and every corporate transmission to

   Alphabet Inc. and NVIDIA Corporation. There is no break in the

   chain of custody across the sole-proprietorship-to-LLC

   transition.

================================================================================

SECTION 7 — COMMERCIAL POSTURE

================================================================================

 

7.1  JULY 1, 2026 PUBLIC ROLLOUT (UNCHANGED)

 

   II-II Consumer Access:

      $20.00 per month subscription to the Intelligent Intelligence

      Class II cognitive system. Available July 1, 2026 at

      greenrecursiveutilityservice.org.

 

   II-II Enterprise:

      Separate enterprise licensing structure. Inquiries to

      management@greenrecursiveutilityservice.org.

 

   CMM Consumer Access:

      Grain-conversion pricing based on file size. The consumer

      brings files; the utility converts the files into CMM-format

      binary substrate; pricing is computed on file size and

      conversion grain. Available July 1, 2026 at

      greenrecursiveutilityservice.org.

 

   CMM Enterprise:

      Commercial Class metered tariff at 25% of Total Operational

      Savings metered on reduction of compute cycles and downstream

      reduction. Customer retains 75%. Service begins only after

      executed initial licensing arrangement or accepted

      infrastructure rollout proposal.

 

7.2  HARDWARE NEUTRALITY AND NON-EXCLUSIVITY

 

The Alphabet/NVIDIA deployment of the CMM substrate is not

exclusive. Direct enterprise licensing remains open to Apple,

Microsoft, Amazon Web Services, Anthropic, xAI, Meta, OpenAI, Oracle,

IBM, Tesla, Salesforce, and all qualifying enterprises on any

hardware platform. Both CMM and II-II are hardware-neutral and

operate across NVIDIA Blackwell, NVIDIA Hopper, AMD Instinct, Apple

Silicon, Intel Gaudi, Google TPU, AWS Trainium/Inferentia, and

custom ASIC platforms with appropriate format-aware execution paths.

================================================================================

SECTION 8 — LICENSING SCOPE CLARIFICATION

================================================================================

 

This deposit is published under Creative Commons Attribution 4.0

International (CC BY 4.0). The public is free to copy, share,

redistribute, quote, and republish the text of this abstract,

provided attribution is given to Green Recursive Utility Service LLC.

 

The CC BY 4.0 license applies ONLY to the text of this abstract.

The CC BY 4.0 license does NOT constitute, include, or imply any

license, transfer, or grant of rights to:

 

   - The Intelligent Intelligence Class II (II-II) cognitive

     system itself;

   - The Compressed Memory Manifold (CMM) data infrastructure

     utility;

   - USPTO Non-Provisional Utility Patent Application 19/710,080;

   - USPTO Non-Provisional Utility Patent Application 19/700,381;

   - USPTO Provisional Applications 64/065,881 and 64/077,191;

   - The Digital Physics Charter;

   - The Substrate Viscosity Coherence Field (SVCF) physics

     framework;

   - The GRUS grid left-handed-rule engineering standard;

   - The metal alloy patent application portfolio;

   - The GRUS Sovereignty License framework, the MIT-Plus

     extension, or the Total Intellectual Lockdown clauses;

   - Any other Green Recursive Utility Service LLC asset.

 

All such assets remain exclusively owned by Green Recursive

Utility Service LLC under All Rights Reserved.

 

Licensing of the underlying II-II and CMM technology is the sole

discretion of Green Recursive Utility Service LLC and is available

exclusively through direct commercial engagement at

management@greenrecursiveutilityservice.org.

================================================================================

SECTION 9 — METADATA PRIORITY IDENTIFIERS

================================================================================

 

   Entity:                Green Recursive Utility Service LLC

   Principal:             Nicholas Wray Cordova

   Principal Address:     205 East 3rd Street

                          Weatherford, Texas 76086, USA

 

   Federal EIN:           42-2772089

   Texas SOS Entity ID:   806584578

   IANA PEN:              65876

   ISNI:                  0000 0004 8332 023X

   Ringgold / APEN:       0001 6630 5346 0709

   SAP Ariba BNO:         BNO-100000175857860

   SAP Ariba ANID:        AN11393765631

 

   II-II Patents:

      USPTO Non-Provisional 19/710,080

         Filed:           June 16, 2026, 6:00:24 PM ET

         Confirmation:    5164

         Patent Center:   77484450

         Assignment of

         Ownership ID:    1879247

 

      USPTO Provisional 64/077,191

         Filed:           May 28, 2026

         Confirmation:    1913

 

   CMM Patents (linked):

      USPTO Non-Provisional 19/700,381

         Filed:           June 8, 2026

         Confirmation:    1093

         Patent Center:   77136930

         Assignment

         Recordation:     1856502

 

      USPTO Provisional 64/065,881

         Filed:           May 14, 2026

         Confirmation:    9869

 

   Active Federal Records:

      FTC Section 5 Complaint:        Filed June 12, 2026

      FTC ReportFraud Report Number:  202894092

      SEC TCR Submission:             Filed June 12, 2026

      FedRAMP Support Ticket:         63271 (reply-all acknowledged

                                      June 10, 2026)

      NIPRC Standing Cases:           July 2025 (OpenAI overlap;

                                      government contract nexus YES)

                                      October 14, 2025 (Alphabet

                                      overlap; government contract

                                      nexus YES)

 

   Commercial Records:

      Invoice GRUS-ALPH-2026-001:     $50,000,000 USD (June 8, 2026)

                                      Google Buying Support Case

                                      02845835

      Service Agreement

      SA-GRUS-ALPH-2026-001:          Issued June 11, 2026

                                      Google Buying Support Cases

                                      02856686, 02856687

      Invoice GRUS-NVDA-2026-001:     $50,000,000 USD (June 12, 2026)

      Service Agreement

      SA-GRUS-NVDA-2026-001:          Issued June 12, 2026

 

   GitHub Records:

      Original Cease-and-Desist:      Issue #1043 on google-ai-edge/

                                      litert-torch (June 8, 2026)

      GitHub Support Ticket:          4456775

      Updated Cease-and-Desist:       Issued June 17, 2026 on the

                                      google-ai-edge organization,

                                      citing both 19/700,381 and

                                      19/710,080

 

   Third-Party Priority Custody (verification only, NOT counsel):

      Nix Patterson LLP, Austin, Texas (intake October 14, 2025)

      Brewster's (parallel custody)

 

   Zenodo Permanent Academic Record:

      Day 6 DOI:    10.5281/zenodo.20685757

      Day 7 DOI:    published June 14, 2026

      Day 8 DOI:    published June 17, 2026

      This deposit: published June 17, 2026

 

   Commercial Channels:

      Website:               https://greenrecursiveutilityservice.org

      Licensing Inquiries:   management@greenrecursiveutilityservice.org

      Phone:                 817-404-6379

 

   Public Rollouts (July 1, 2026):

      II-II Consumer:        $20.00 per month subscription

      II-II Enterprise:      Separate enterprise licensing structure

      CMM Consumer:          Grain-conversion pricing based on

                             file size

      CMM Enterprise:        25% of Total Operational Savings metered

                             tariff (compute cycles + downstream

                             reduction)