BEYONDx Advisors Unveils The Truth Calculator™ Roadmap for Evidence-Ready Decisions in the Age of AI
FOR IMMEDIATE RELEASE
The planned local-first product ecosystem will help users connect consequential claims—including AI-generated answers—to supporting sources, contradictions and missing evidence before relying on them.
DURANGO, Colorado — August 26, 2026 — BEYONDx Advisors, LLC today unveiled the expanding roadmap for The Truth Calculator™, a planned evidence-readiness product ecosystem designed for a world in which convincing answers can be generated faster than people can verify them.
The Truth Calculator™ is being developed to help individuals and organizations examine a consequential claim, preserve the relevant source material, identify what the record supports, expose conflicts or missing evidence, and select a safer next step.
It does not claim to manufacture certainty or determine absolute truth. Its purpose is more disciplined and immediately practical: help users ask whether an answer has the receipts needed before they rely on it.
“AI has made polished answers abundant. It has not made verification automatic,” said Jay Shears, Founder and CEO of BEYONDx Advisors, LLC, and Executive Director of the qX Alliance™. “The Truth Calculator is being built to keep the claim, the source, the contradiction and the missing receipt in the same view. It does not tell people what to believe. It helps them see what the available record actually supports before they act.”
Why evidence readiness is becoming urgent
AI is rapidly becoming part of ordinary work, research, customer service, professional analysis and personal decision-making.
The Stanford HAI 2026 AI Index reports that 88% of surveyed organizations used AI in at least one business function during 2025, while 70% reported using generative AI in at least one function.
Adoption is accelerating—but so are the consequences of unreliable outputs. Stanford’s responsible-AI findings report that documented AI incidents increased from 233 in 2024 to 362 in 2025.
The problem is not simply that an AI system can be wrong. The greater danger is that it can present incomplete, unsupported or fabricated information with the tone and formatting of a verified answer.
The National Institute of Standards and Technology identifies confabulation and information-integrity risks among the challenges organizations must address when deploying generative AI. Its Generative AI Risk Management Profile emphasizes structured risk management rather than assuming that fluent output is trustworthy.
The culture of responsibility is changing as well. The U.S. District Court for the Northern District of California warns court users that AI tools can generate nonexistent cases, inaccurate citations and misleading legal analysis—and that the person submitting the work remains responsible for verifying it against original sources.
These developments point to a new operating reality: AI can accelerate an answer, but it cannot transfer responsibility for the decision.
From confident answer to evidence-readiness receipt
The Truth Calculator™ is designed around a straightforward sequence:
Capture the claim. Identify precisely what the user is being asked to believe or act upon.
Preserve the receipts. Keep the relevant source, origin, date and reviewed passage connected to the claim.
Connect the claim to the record. Identify supporting evidence, contradictions and unresolved states.
Make the evidence gap visible. Show what is still missing instead of allowing uncertainty to disappear beneath a confident narrative.
Choose a safer next step. Preserve the record, seek additional verification, obtain qualified human review, prepare a private evidence packet or decline to rely on the claim until the gap is resolved.
Visitors can examine the current product concept at How The Truth Calculator Works.
The system is not intended to decide guilt, fraud, legality, liability, medical outcomes, financial outcomes or regulatory conclusions. It is an evidence-readiness tool—not a substitute for qualified professional judgment.
Building an expandable evidence ecosystem
The current Truth Calculator product roadmap and future ecosystem begins with a planned free iPhone application and expands into deeper evidence-review capabilities:
Free iPhone App — scheduled for September 2026: Designed to compare a claim with user-provided source material and produce a clear evidence-readiness receipt. Release remains subject to final testing and App Store review.
Forensic Investigation — planned for November 2026: A deeper private workspace for timelines, evidence inventories, contradictions, competing hypotheses, missing-source planning and user-directed professional handoff.
Founding Access benefit — targeted for December 2026: Eligible early subscribers are expected to receive a Forensic Investigation upgrade benefit, subject to the published offer terms.
Android and additional platforms — planned for early 2027: Expansion remains dependent on testing, platform review and release readiness.
These dates describe the current roadmap and may change. Capabilities identified as planned are not represented as currently available for purchase or operational use.
Distinct roles with protected ownership boundaries
The ecosystem brings several related—but legally and operationally distinct—roles together.
BEYONDx Advisors, LLC
BEYONDx Advisors is the advisory company, innovation leader and controlled intellectual-property steward. It develops and protects The Truth Calculator™, qX‑TGRI™ and related proprietary products, methods and technical assets.
The Truth Calculator™
The Truth Calculator is the user-facing evidence-readiness product. It translates source-grounded claim review into a guided, accessible workflow while maintaining a local-first privacy posture for its planned initial release.
qX‑TGRI™
qX‑TGRI™ is the protected, patent-pending technical and evidence-governance foundation associated with source-grounded claim verification and truth-gap reliability assessment. It is not represented as a public certification mark or a guarantee of truth.
The qX Alliance™
The qX Alliance is the collaboration and commercialization framework convened by BEYONDx Advisors. It provides controlled pathways for research alignment, evidence requirements, pilot development, responsible commercialization and qualified contributor participation.
Alliance participation or reference does not create certification, endorsement, co-ownership, co-inventorship, membership rights or an implied license to BEYONDx intellectual property. Any participation, access, licensing or commercial right must be established through an applicable written agreement.
The decision remains human. The evidence should remain visible.
The next era of AI will not be defined only by systems that generate faster answers. It will also be defined by whether people can determine what those answers are grounded in—and whether they should be trusted for the decision at hand.
“The Truth Calculator is not being built to replace human judgment,” Shears said. “It is being built to give human judgment a better view of the evidence.”
Learn more
Explore The Truth Calculator™ and its roadmap
Learn about BEYONDx Advisors, LLC
Explore the qX Alliance™
Read Proofward™
About BEYONDx Advisors, LLC
BEYONDx Advisors helps leaders frame complex aerospace, emerging-technology and commercialization decisions by separating verified evidence, assumptions, intellectual-property status and unresolved questions. The company leads the development and stewardship of The Truth Calculator™, qX‑TGRI™ and related protected intellectual property.
Product and intellectual-property notice
The Truth Calculator™, qX‑TGRI™ and related architectures, methods, documentation and patent-pending subject matter remain proprietary to their applicable rights holders, including BEYONDx Advisors, LLC and the applicable Shears–Mukherjee inventor and custodial boundaries.
No access to this announcement, website or product description grants an express or implied license, assignment, co-ownership, co-inventorship, training right, reverse-engineering right, derivative implementation right, publication right, standardization right or commercialization right.
Media contact
BEYONDx Advisors, LLC
SOURCE LINKS
Stanford HAI 2026 AI Index — Economy: https://hai.stanford.edu/ai-index/2026-ai-index-report/economy
Stanford HAI 2026 AI Index — Responsible AI: https://hai.stanford.edu/ai-index/2026-ai-index-report/responsible-ai
NIST Generative AI Risk Management Profile: https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence
U.S. District Court for the Northern District of California — Using AI Tools in Your Case: https://cand.uscourts.gov/representing-yourself/tips-pro-se-filers/using-ai-tools-your-case
ECOSYSTEM LINKS
The Truth Calculator™: https://www.thetruthcalculator.com/
How It Works: https://www.thetruthcalculator.com/how-it-works
BEYONDx Advisors, LLC: https://www.beyondxadvisors.com/
The qX Alliance™: https://www.theqxalliance.com/
Proofward™: https://www.theqxalliance.com/proofward
