LLMs Are Proving That It Is Impossible to Automate Away…
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Automated accessibility tools and LLMs fall far short of replacing human specialists in web accessibility auditing. Standard scanners miss 50–70% of real barriers, and a 2025 study found that leading LLMs (GPT-4o, Gemini, Llama 3) detected only 30–38% of what traditional scanners find — meaning an LLM-only workflow may surface
Table of contents
The Gap is RealWhat Automation Does WellWhat Automation InventsWhat Automation MissesWhy the Gap Is Unfixable Without Lived ExperienceWhat a Real Specialist BringsAccessibility Initiatives in the Real WorldSort: