Skip to main content
Intellectual property

The intellectual property behind runtime behavioral attestation

Verify, don't trust. Every statement below carries its USPTO application number or publication reference.

1

U.S. nonprovisional pending

7

U.S. provisional filings

14

inventions disclosed

IEEE

peer-reviewed papers

Fourteen inventions are disclosed across seven U.S. provisional filings. Families 13 and 14 are counted as single disclosures; members A–C are groups within one filing.

U.S. patent pending

Nonprovisional application

U.S. patent pending. Application No. 19/783,950, filed August 24, 2026, claiming the benefit of U.S. Provisional Application No. 63/949,454.

Application title
Multi-Dimensional Ethical Assessment System and Method for Real-Time Behavioral Verification of Artificial Intelligence Systems
Application No.
19/783,950
Filed
August 24, 2026
Type
utility nonprovisional, 35 U.S.C. 111(a)
Inventor-applicant
Gregory David Spehar
Parent provisional
U.S. Provisional Application No. 63/949,454

Listing this application does not imply that a patent has issued. Assignment is not of record. The remaining serials below are provisionals / patent pending, not patents.

Provisional filings · Dec 2025 – Jul 2026

F1

63/949,454

Dec 2025

Inventions 1–3

F2

63/985,442

Feb 2026

Invention 4

F3

63/988,410

Feb 2026

Inventions 5–8

F4

64/037,569

Apr 2026

Inventions 9, 10, 12

F5

64/051,065

Apr 2026

Invention 11

F6

64/070,283

May 2026

Inventions 13(A–C)

F7

64/120,269

Jul 2026

Inventions 14(A–C)

Filings and disclosures

Fourteen inventions across seven U.S. provisional filings (December 2025 – July 2026). Each row carries its USPTO application number as the receipt. Families 13 and 14 are counted as single disclosures; members A–C are groups within one filing.

#TitleUSPTOFiledCovers
1Multi-Dimensional Behavioral Assessment63/949,454Dec 26, 2025LCSH framework; 120 questions; archetypes; cryptographic verification
2Multi-Agent AI Assessment63/949,454Dec 26, 2025Emergent misalignment; Consensus Divergence Index
3Hierarchical Ethical Assessment63/949,454Dec 26, 2025Morality · Virtue · Ethics · Operational Excellence
4Automated Compliance Infrastructure63/985,442Feb 2026Badge/Portal trust verification; drift detection; privacy-preserving SDK
5Independent AI Conscience Agent63/988,410Feb 23, 2026Conscience agent; Temporal Drift Index; fleet anomaly detection
6Autonomous AI Trust Agent63/988,410Feb 23, 2026Three-tier governance; economic mortality
7Temporal Ethical Guidance System63/988,410Feb 23, 2026Ethical Flight Plans; inertial monitoring
8Self-Governing Autonomous AI Ecosystem63/988,410Feb 23, 2026Constitutional separation of powers
9Runtime AI Output Evaluation64/037,569Apr 13, 2026Correspondence modality at generation time
10Structured Comparative Behavioral Trials64/037,569Apr 13, 2026Multi-run comparative experiments
11DICE Integrity Assessment64/051,065Apr 27, 2026Disclosure · Impersonation · Corruption · Evasion
12AI Agent Lifecycle Phase State Machine64/037,569Apr 13, 2026Lifecycle maturity phases
13Multi-Party Signed Acceptance (family)64/070,283May 20, 2026Acceptance chain; polymorphic actors; counterfactual exposure
14Structurally Enforced Preregistered Evaluation (family)64/120,269Jul 28, 2026Co-sign-gated execution; hash-conditioned verdicts; contamination-isolated criterion batteries; rates-only evidence disclosure (14A–C)

U.S. provisional filings: 63/949,454 · 63/985,442 · 63/988,410 · 64/037,569 · 64/051,065 · 64/070,283 · 64/120,269

U.S. patent pending (App. No. 19/783,950).

Publications

The science behind these filings is published and peer-reviewed.

IEEE PublicationPeer-Reviewed

Responsible AI Horizons: A Multi-Dimensional Framework

Our foundational framework has been accepted by IEEE for publication.

IEEE ICAISET 2026 (Bahrain)

Academic foundation for the LCSH behavioral assessment framework (Disclosure 1). Presents the multi-dimensional ethical scoring methodology, four behavioral archetypes, and the theoretical basis for runtime AI behavioral attestation.

IEEE PublicationPeer-Reviewed

The Yellow Brick Road to AGI

A Detailed Path to Achieving Autonomous General Intelligence with Rapid Testing and Results Management

The complete peer-reviewed analysis published by IEEE.

Synthesizes 50+ sources across five schools of AGI thought into a unified requirements framework, maps the GiDanc fleet against every requirement, and presents the phased roadmap from current state to full addressable coverage.

Greg Spehar · ORCID 0009-0001-6502-0737

Research direction

Our research program centers on behavioral disposition measurement for deployed AI: psychometric assessment batteries, longitudinal drift detection, and cryptographic verification of assessment records. Ongoing work includes structurally enforced preregistration of evaluation protocols, conducted with academic co-authors. Where gates pass and fail is published as registered — FAIL is FAIL. Checkable registration: osf.io/u2b3j.