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A private author-led advisory briefing with Jay Shears on The Truth Gap: Human Defensive Reasoning and AI Hallucination Under Pressure and the qX Truth-Gap Reliability Index (qX-TGRI).
This service is designed for executives, AI governance teams, legal/compliance professionals, model-risk leaders, researchers, and organizations evaluating source-grounded AI reliability, claim verification, truth-gap scoring, AI hallucination risk, evidentiary drift, and output-gating methods.
The briefing may include discussion of the paper’s core concepts, including human defensive reasoning under pressure, AI hallucination as unsupported fluency, claim-source mapping, contradiction and omission review, source-grounded reliability scoring, verification workflows, and potential internal evaluation pathways.
This service is advisory and educational only. It does not grant any license to reproduce, redistribute, publicly post, train AI systems on, create derivative standards from, commercially implement, deploy in software, certify systems with, or adopt qX-TGRI as a standard without prior written permission from Beyondx Advisors, LLC.
Patent Pending: U.S. Provisional Patent Application No. 64/055,681. Copyright © 2026 Beyondx Advisors, LLC. All rights reserved.
A private author-led advisory briefing with Jay Shears on The Truth Gap: Human Defensive Reasoning and AI Hallucination Under Pressure and the qX Truth-Gap Reliability Index (qX-TGRI).
This service is designed for executives, AI governance teams, legal/compliance professionals, model-risk leaders, researchers, and organizations evaluating source-grounded AI reliability, claim verification, truth-gap scoring, AI hallucination risk, evidentiary drift, and output-gating methods.
The briefing may include discussion of the paper’s core concepts, including human defensive reasoning under pressure, AI hallucination as unsupported fluency, claim-source mapping, contradiction and omission review, source-grounded reliability scoring, verification workflows, and potential internal evaluation pathways.
This service is advisory and educational only. It does not grant any license to reproduce, redistribute, publicly post, train AI systems on, create derivative standards from, commercially implement, deploy in software, certify systems with, or adopt qX-TGRI as a standard without prior written permission from Beyondx Advisors, LLC.
Patent Pending: U.S. Provisional Patent Application No. 64/055,681. Copyright © 2026 Beyondx Advisors, LLC. All rights reserved.