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0.6333
Chimera Difficulty Score
a synthesis of Flesch-Kincaid, Coleman-Liau, SMOG, and Dale-Chall readability metrics
Carie Fisher Sr. Accessibility Program Manager, bridging accessibility, AI, and developer education to help teams ship inclusive products that work for everyone. AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid resolutions. For years, accessibility feedback at GitHub didn’t have a clear place to go. Unlike typi...
The strongest version of this narrative highlights GitHub’s innovative use of AI to solve a systemic problem: the fragmentation of accessibility feedback in large organizations. By automating triage and integrating human oversight, GitHub has created a scalable model for inclusive design, demonstrating how technology can amplify human effort rather than replace it. The system’s emphasis on continuous improvement—where AI inaccuracies are fed back into the process—reflects a mature approach to AI...