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Signal Briefs
& Analysis.

Institutional AI failure analysis, governance frameworks, and written intelligence from Dr. Tuboise Floyd. Tied to the show. Grounded in evidence. No vendor capture.

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12 posts

Framework Pillar · TAIMScore™

Is Your AI Actually Trustworthy? Introducing the TAIMScore™

20 controls. Four domains. Crosswalked against HIPAA, PCI DSS, SOC 2, the EU AI Act, EU GDPR, and the White House AI Executive Order. The scoring instrument built by HISPI Project Cerebellum for institutions that need to prove AI accountability — not claim it.

Apr 22, 2026 · Dr. Tuboise Floyd

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Failure File™

Air Canada Chatbot: When Your AI Invents Policy

A chatbot hallucinated a bereavement refund policy. A court held the airline liable. The precedent: you own what your AI says. GOVERN 1.1 · GOVERN 1.7 · MANAGE 1.1 · MANAGE 4.1.

Apr 5, 2026 · Dr. Tuboise Floyd

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Failure File™

UnitedHealthcare AI Claim Denials: When the Algorithm Overrules the Doctor

nH Predict denied post-acute care claims at a 90% rate — overriding physician determinations. Federal lawsuits followed. GOVERN 1.1 · GOVERN 2.2 · MEASURE 2.5 · MEASURE 2.11.

Apr 5, 2026 · Dr. Tuboise Floyd

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Failure File™

Zillow iBuying Collapse: $881M in Losses and a MAP Control That Was Never Built

The Zestimate was a consumer estimation tool. Zillow used it to buy houses. $881M in write-downs later, the company shut the program down. MAP 1.5 · MAP 5.2 · MEASURE 2.5 · MEASURE 4.1.

Apr 5, 2026 · Dr. Tuboise Floyd

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Failure File™

The Anthropic Exodus and Governance Collapse

What the resignation of Anthropic's head of safeguards research tells us about governance collapse under capital pressure — and what the L.E.A.C. Protocol™ reveals about why it will happen again.

Apr 5, 2026 · Dr. Tuboise Floyd

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Interview · 50 min

AI Governance: Balancing Innovation With Risk Management

Col. Kathy Swacina and Taiye Lambo on the death spiral of ungoverned AI, the TAIMScore™ Top 20 controls, PACE planning, and why intelligence is abundant but trust is scarce.

Apr 5, 2026 · Col. Kathy Swacina & Taiye Lambo, HISPI

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Interview · 51 min

Digital Accessibility in the AI Era: Making It Actually Work

Dr. Michele A. Williams on ableism, the disability dongle, why AI encodes inaccessibility at scale, and a 90-day leadership commitment that actually sticks.

Apr 5, 2026 · Dr. Michele A. Williams

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Forum · Live

AI Governance Open Forum: Never Blindly Trust — Always Verify

Full transcript and analysis from the Georgetown University forum. AI literacy, deepfakes, honest human oversight, and what students entering the workforce need to know right now.

Apr 5, 2026 · Taiye Lambo, HISPI

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NIST AI RMF

NIST AI RMF GOVERN Function Explained: What It Actually Requires

GOVERN is the foundational layer of NIST AI RMF — but most institutions treat it as a checkbox. Dr. Floyd breaks down what GOVERN actually requires at the practitioner level, and where structural gaps appear.

Apr 6, 2026 · Dr. Tuboise Floyd

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NIST AI RMF

How to Operationalize NIST AI RMF: A Practitioner's Guide for Institutional Operators

Adopting NIST AI RMF and operationalizing it are different acts. Dr. Floyd maps the five practitioner steps — from GASP™ diagnostic to TAIMScore™ assessment — that move governance from policy to structure.

Apr 6, 2026 · Dr. Tuboise Floyd

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NIST AI RMF

TAIMScore™ vs. NIST AI RMF: What Each Framework Does and Doesn't Do

NIST AI RMF is the mandate. TAIMScore™ is the mechanism. Dr. Floyd maps the relationship, the direct domain alignment, and how institutional operators use both to build audit-ready AI governance.

Apr 6, 2026 · Dr. Tuboise Floyd

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NIST AI RMF

NIST AI RMF for Small Organizations: What Scales and What Doesn't

NIST AI RMF assumes enterprise scale. Most institutions don't have it. Dr. Floyd maps the structural minimums that apply at any size, what can be proportionate, and what the minimum viable governance structure looks like.

Apr 6, 2026 · Dr. Tuboise Floyd

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