The Writing · Research
Research
Everything filed under Research. 2 posts.
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Accessibility Concept Emergence in the Pythia Suite: Thresholds, Binding, and the Declarative-Evaluative Gap
Sustained deep-network binding of accessibility compounds appears to be a necessary structural condition for behavioral capability — present in every model that correctly defines core concepts, absent in every model that fails.
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Testing accessibility knowledge across Pythia model sizes
While using TransformerLens to explore how different model sizes handle digital accessibility concepts, an interesting pattern began to emerge. I started with GPT-2 and noticed that it did not understand the acronym, “WCAG.” Each time the question was run the model responded with something different that was either incorrect, had no meaning, or both.