Making Digital Accessibility Work In The AI Era | Dr. Michele A. Williams

EPISODE DESCRIPTION In this episode of The Briefing, Dr. Tuboise Floyd is joined by Dr. Michele A. Williams — UX and accessibility consultant and author of Accessible UX Research — to examine why digital accessibility failures across 97% of the web create equity, resilience, and trust risks that AI can magnify at scale. Dr. Williams contrasts the medical and social models of disability, addresses ableism and language (person-first vs. identity-first), and argues that checklists cannot replace lived experience or disabled participation in UX research and leadership. The conversation covers how inaccessible code tools and AI trained on inaccessible data produce compounding issues — missing labels, broken keyboard paths, poor semantic structure — and warns against disability dongles: technology solutions that add a layer instead of removing the systemic barrier. Dr. Williams closes with a practical 90-day plan: establish a baseline with scans and process mapping, change defaults, and normalize inclusion from the inside out. Nothing about us without us. ────────────────────────────────────── CHAPTERS ────────────────────────────────────── 00:00 Accessibility Wake Up Call 00:57 Meet Dr. Michele Williams 02:07 Equity, Resilience, Trust 04:01 Disability Mindset Shift 05:59 Why Lived Experience Matters 07:14 Person First vs. Identity First 13:01 AI Promise and Harm 15:23 Social Model In Practice 19:58 Beyond Screen Readers 25:02 Exclusion Inside Real Teams 26:58 Semantic Code Chaos 28:32 Standards Lag Tech 29:12 Siri Zoom Panic 31:23 Disability Dongles 33:36 AI Hype Reality 37:25 Beyond Checklists 40:32 90 Day Baseline 42:30 Change Defaults 44:17 Normalize Inclusion 46:47 Nothing About Us 49:13 One Action This Week 50:35 Closing Credits ────────────────────────────────────── GUEST ────────────────────────────────────── Dr. Michele A. Williams UX and Accessibility Consultant Author, Accessible UX Research — Smashing Magazine 🔗 https://mawconsultingllc.com LinkedIn: linkedin.com/in/micheleawilliams1 Accessible UX Research Publisher: Smashing Magazine 🔗 https://www.smashingmagazine.com/2025/06/accessible-ux-research-pre-release/ ────────────────────────────────────── WATCH ON YOUTUBE ────────────────────────────────────── 🎥 https://youtu.be/pxXLNsbyJhc?si=Dt9mf2HK4AtyCx6_ ────────────────────────────────────── KEY TAKEAWAYS ────────────────────────────────────── 1. 97% of the web contains accessibility barriers that actively exclude disabled individuals — this is not a niche compliance issue, it is a structural governance failure at scale. 2. Accessibility is not a checklist. Genuine inclusion requires disabled participation in UX research, leadership, and product decisions from the start. 3. AI trained on inaccessible data reproduces and amplifies inaccessibility. The governance problem precedes the technology problem. 4. Disability dongles — technology layered on top of broken systems — are not solutions. They are evidence that the underlying barrier was never addressed. 5. Organizations serious about inclusion must change defaults, not add accommodations after the fact. ────────────────────────────────────── COMPANIES REFERENCED ────────────────────────────────────── Smashing Magazine · Accessibe ────────────────────────────────────── FRAMEWORKS REFERENCED ────────────────────────────────────── → Failure Files™ — humansignal.io/failure-files → GASP™ (Governance As a Structural Problem) — humansignal.io/frameworks/gasp → The Trust Gap — humansignal.io/frameworks/trust-gap → TAIMScore™ Assessor Workshop — humansignal.io/taimscore_assessor_workshop → L.E.A.C. Protocol™ — humansignal.io/leac-protocol ────────────────────────────────────── SUPPORT THE SHOW ────────────────────────────────────── Subscribe now to lock in the feed. This isn't just content — it's a continuing briefing for the Builder Class. Help fuel independent AI governance research, new episodes, and the Failure Files™ series. 🔗 https://theaigovernancebriefing.com/support Every contribution sustains the signal. ────────────────────────────────────── ABOUT THE HOST ────────────────────────────────────── Dr. Tuboise Floyd is the Founder and Chief Sensemaking Officer of Human Signal — an independent AI governance research and media platform based in Washington, DC. He is the Editor in Chief of The AI Governance Record, Host of The AI Governance Briefing, and a TAIMScore™ Certified Assessor (HISPI, March 2026). A PhD social scientist (Auburn University, Adult Education / Systems Theory), Dr. Floyd reverse-engineers institutional AI failures and builds governance frameworks that operators can actually use. His canonical thesis: most institutions will not fail because of a bad AI model. They will fail because of a broken governance structure around it. Independence is not a feature. It is the product. ────────────────────────────────────── PRODUCTION NOTES ────────────────────────────────────── Host & Producer: Dr. Tuboise Floyd Creative Director: Jeremy Jarvis A Human Signal Production Recorded with true analog warmth. No artificial polish, no algorithmic smoothing. Just pure signal and real presence for leaders who value authentic sound. ────────────────────────────────────── CONNECT ────────────────────────────────────── Website: humansignal.io Podcast: theaigovernancebriefing.com LinkedIn: linkedin.com/in/drtuboisefloyd Email: [email protected] General inquiries: [email protected] ────────────────────────────────────── TRANSCRIPT ────────────────────────────────────── Full transcript available upon request at [email protected] ────────────────────────────────────── LEGAL ────────────────────────────────────── © 2026 Dr. Tuboise Floyd. All rights reserved. Content is part of the Presence Signaling Architecture® (PSA), GASP™, and L.E.A.C. Protocol™. Human Signal is an independent research and media platform. Nothing in this episode constitutes legal, regulatory, compliance, or professional advice. Guest opinions are those of the guest alone. ────────────────────────────────────── TAGS ────────────────────────────────────── digital accessibility, AI accessibility, UX research, accessible design, disability inclusion, web accessibility, WCAG, screen readers, semantic HTML, keyboard navigation, disability dongles, social model of disability, medical model of disability, person first language, identity first language, ableism, inclusive design, AI bias, AI training data, AI governance, equity resilience trust, 97 percent web accessibility, nothing about us without us, Dr. Michele Williams, Accessible UX Research, Smashing Magazine, Dr. Tuboise Floyd, Human Signal, The AI Governance Briefing This podcast uses the following third-party services for analysis: OP3 - https://op3.dev/privacy