TexanoAI

Research & White Papers

By TexanoAI

Our white papers explore the philosophy and mechanics behind TexanoAI. Each paper offers a deeper dive into the principles guiding our technology and the practical implications for organisations seeking to build fair, accountable and human‑centered AI.

The Ethics Pulse™: Why AI Needs a Heartbeat of Purpose

Discover how a fairness‑first guardrail transforms AI from a passive tool into a moral engine. We outline why kindness isn’t enough and how due process, transparency and harm minimisation help guide users toward lawful, constructive ends.

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MMX™ in Plain English: A Purpose‑Driven Primer

What exactly is MMX™? This primer breaks down the Motivation × Identity × Context × Time engine in simple terms. Learn how measuring human factors results in AI that respects agency and avoids drift.

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Epistemic Transparency: Facts, Assumptions, Projections

In an age of hallucinations, labeling every claim as Fact, Assumption or Projection is revolutionary. This paper explains how F/A/P improves accuracy, trust and auditability without revealing proprietary code.

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Public Notice: TexanoAI™ is not a law firm; educational self‑help only. We guide procedures—no attorney‑client advice. Consult a licensed attorney.

Aviso Público: TexanoAI™ no es un bufete de abogados; solo autoayuda educativa. Guiamos procedimientos—no asesoría abogado‑cliente. Consulte a un abogado con licencia.

References

  1. AI Guidelines for Business v1.1 (METI/MIC, 2025).
  2. EU AI Act (Regulation (EU) 2024/1689) — high‑risk tiers and documentation.
  3. Stanford AI Index 2025 — global policy growth.