A controlled-access qX Alliance research paper for AI governance, legal-tech, compliance, law-firm innovation, public-sector procurement, standards, certification, enterprise-risk, and assurance leaders evaluating how to determine whether human or AI-generated claims remain grounded in verified source records before those claims enter high-stakes workflows.
This publication introduces the Truth Gap framework and the qX Truth-Gap Reliability Index, or qX-TGRI, as a candidate source-grounding reliability and AI output-gating model. The paper examines how confident human explanations and fluent AI outputs can drift away from contemporaneous evidence under legal, reputational, financial, procedural, regulatory, or evaluation pressure.
qX-TGRI is designed to evaluate narratives at the atomic-claim level by mapping claims to source anchors, identifying unsupported assertions, contradictions, omissions, temporal drift, confidence-calibration errors, provenance defects, procedural asymmetry, pressure conditions, and fluency-over-grounding risk. The framework then supports reliability bands and recommended actions such as release, label, escalate, block, correct, or request additional source support.
This is a qX Alliance source-grounding assurance proposal for organizations that need to know whether an explanation can be trusted because it matches the record, not because it sounds authoritative.
Access is controlled. Purchase, download, possession, review, or citation of this document does not grant any right to reproduce, redistribute, publicly post, implement, standardize, model-train on, fine-tune on, embed, commercialize, sublicense, convert into software, create derivative works from, or deploy qX-TGRI, qshieldX, BEYONDx architecture, qX certification logic, formulas, scoring architecture, claim-source matrix methods, API schemas, verification workflows, output-gating methods, conformance levels, or related implementation designs without prior written authorization from BEYONDx Advisors, LLC.
This document is not legal advice, patent advice, investment advice, a clinical or psychiatric assessment, a legal merits determination, a lie detector, an adopted global standard, a certification grant, or a public-domain dedication. It is a qX Alliance research article and standardization proposal for controlled evaluation, executive review, pilot qualification, and authorized partnership discussion.
Got Proof? Because trust without source grounding is marketing.
Got Authority? Then shape the standard. Do not wait for one.
Got Autonomy? Then it better come with receipts.
A controlled-access qX Alliance research paper for AI governance, legal-tech, compliance, law-firm innovation, public-sector procurement, standards, certification, enterprise-risk, and assurance leaders evaluating how to determine whether human or AI-generated claims remain grounded in verified source records before those claims enter high-stakes workflows.
This publication introduces the Truth Gap framework and the qX Truth-Gap Reliability Index, or qX-TGRI, as a candidate source-grounding reliability and AI output-gating model. The paper examines how confident human explanations and fluent AI outputs can drift away from contemporaneous evidence under legal, reputational, financial, procedural, regulatory, or evaluation pressure.
qX-TGRI is designed to evaluate narratives at the atomic-claim level by mapping claims to source anchors, identifying unsupported assertions, contradictions, omissions, temporal drift, confidence-calibration errors, provenance defects, procedural asymmetry, pressure conditions, and fluency-over-grounding risk. The framework then supports reliability bands and recommended actions such as release, label, escalate, block, correct, or request additional source support.
This is a qX Alliance source-grounding assurance proposal for organizations that need to know whether an explanation can be trusted because it matches the record, not because it sounds authoritative.
Access is controlled. Purchase, download, possession, review, or citation of this document does not grant any right to reproduce, redistribute, publicly post, implement, standardize, model-train on, fine-tune on, embed, commercialize, sublicense, convert into software, create derivative works from, or deploy qX-TGRI, qshieldX, BEYONDx architecture, qX certification logic, formulas, scoring architecture, claim-source matrix methods, API schemas, verification workflows, output-gating methods, conformance levels, or related implementation designs without prior written authorization from BEYONDx Advisors, LLC.
This document is not legal advice, patent advice, investment advice, a clinical or psychiatric assessment, a legal merits determination, a lie detector, an adopted global standard, a certification grant, or a public-domain dedication. It is a qX Alliance research article and standardization proposal for controlled evaluation, executive review, pilot qualification, and authorized partnership discussion.
Got Proof? Because trust without source grounding is marketing.
Got Authority? Then shape the standard. Do not wait for one.
Got Autonomy? Then it better come with receipts.
