US Patent 12,271,444 B2 — Claim 1 Implementation

Classify What
You Are

Dual-test classification engine that determines if a System of Interest is Human, AI, or Non-AI Software — by testing human ability and software ability independently.

Claim 1 Classification Matrix

Software: PASS
Software: FAIL
Human: PASS
AI
HUMAN
Human: FAIL
NON-AI SW
NON-AI SW
3
Classifications
Human / AI / Non-AI Software
2
Distinct Tests
Human Ability + Software Ability
16+
NLP Challenges
5 categories of language tasks

Process

How It Works

01

Test 1: Human Ability

An NLP challenge tests language understanding. Humans and AI pass; non-AI software fails.

02

Test 2: Software Ability

A math challenge tests computational precision. AI and software pass; humans typically fail.

03

Claim 1 Classification

The system applies the patent classification matrix: both abilities = AI, human only = Human, otherwise = Non-AI Software.

Integration

Quick Start

classify.js
// Step 1: Get the human ability challenge (NLP)
const test1 = await fetch('http://45.77.99.52:3005/api/v1/challenge?type=human_ability');
const challenge1 = await test1.json();
// { id, test_type, question, options, hint }

// Step 2: Submit Test 1 answer (option index)
const verify1 = await fetch('http://45.77.99.52:3005/api/v1/verify', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json' },
  body: JSON.stringify({ challenge_id: challenge1.id, answer: 1 })
});
const result1 = await verify1.json();
// { verification_id, passed, test_type: "human_ability" }

// Step 3: Get the software ability challenge (math)
const test2 = await fetch('http://45.77.99.52:3005/api/v1/challenge?type=software_ability');
const challenge2 = await test2.json();

// Step 4: Submit Test 2 + get Claim 1 classification
const verify2 = await fetch('http://45.77.99.52:3005/api/v1/verify', {
  method: 'POST',
  headers: { 'Content-Type': 'application/json' },
  body: JSON.stringify({
    challenge_id: challenge2.id,
    answer: 51.67364016736402,
    prior_verification_id: result1.verification_id
  })
});
const result2 = await verify2.json();
// { classification: "AI", has_human_ability: true, has_software_ability: true, token: "eyJ..." }

Capabilities

System Components

01

First Test: Human Ability

NLP challenges test language understanding — word sense disambiguation, sentiment analysis, co-reference resolution, idioms, and pragmatic inference.

02

Second Test: Software Ability

10 math computation templates with random values. Software ability is determined by answer precision and solve speed.

03

Claim 1 Classification Matrix

Binary pass/fail on each test feeds a deterministic matrix: Human (pass/fail), AI (pass/pass), Non-AI Software (fail/any).

04

Behavioral Metadata

Timing patterns, decimal precision, user-agent analysis, request cadence — stored as metadata for future model-level identification.

05

JWT Token Issuance

AI classifications receive a signed JWT token for downstream blockchain attestation and smart contract indemnification.

06

Patent Compliance

Implements US Patent 12,271,444 B2 Claim 1 — dual-test system with three-way classification of Systems of Interest.

Foundation

US Patent 12,271,444 B2

System and Method to Indemnify Artificial Intelligence on a Blockchain. Granted April 8, 2025.

Assigned to Quotidian Engineering and Development Corp. — Claim 1: Dual-test SOI classification method.