AI & Accessibility
AI-generated content, automated testing tools, and machine learning interfaces all introduce new accessibility challenges that existing WCAG guidelines were not designed for. These guides explore what AI overlay tools can and cannot do, how to make AI-generated content accessible, what automated scanners miss (typically 70% of real-world failures), and how to use AI responsibly as part of an accessibility program without replacing manual expert testing.
- AI & Accessibility
AI-Powered Accessibility Testing: What It Can Do (And What It Cannot Replace)
AI tools promise to automate accessibility testing. Here is an honest look at where AI genuinely helps, where it falls short, and why human testing remains irreplaceable.
8 min read · June 10, 2026Read - AI & Accessibility
AI Alt Text Generation: Capabilities, Failures & Best Practices
Learn how AI tools like Azure Computer Vision, Google Vision API, and GPT-4 Vision generate alt text, where they fail, and how to use them responsibly.
9 min read · March 15, 2026Read - AI & Accessibility
Best Automated Accessibility Testing Tools in 2026: A Comparison
Compare axe-core, WAVE, Lighthouse, IBM Equal Access Checker, Siteimprove, and more — plus what automated WCAG testing can and cannot catch.
11 min read · January 20, 2026Read - AI & Accessibility
Generative AI Accessibility Barriers: How ChatGPT & Copilot Exclude Users
Generative AI tools create new accessibility barriers for disabled users. Explore inaccessible UIs, cognitive load issues, AI image alt text gaps, and WCAG compliance failures.
10 min read · November 8, 2025Read - AI & Accessibility
The Future of AI Screen Reader Technology: Seeing AI to Natural Language Interfaces
Explore how AI is transforming screen readers — Microsoft Seeing AI, Be My Eyes AI, NaviLens, AI captioning, and what comes next for blind and low-vision users.
10 min read · May 2, 2026Read