Attention Ribbon Reader
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Attention is not evidence.

Predict which word a transparent attention head will favor. Then drag its query light through the source and watch influence move without mistaking it for proof.

What this can and cannot show. The source links repeated words, a claimed ten-year chronology, and an alleged task. This toy head can expose relations inside that text. It cannot verify publication dates, authorship, motive, or who tasked whom.
Predict the strongest link from the first “Fight.”Tap another token. After the reveal, drag the light or use arrow keys to move the query.
Choose which token the first Fight will attend to most.
    softmax(QKᵀ / √d) · self-link masked · transparent toy head
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