шльокавица → кирилица

Constrained — same weights, a second decode of the same input, held to the readings the input allows (Latin “a” can only be а or ъ, “sh” only ш or с+х). Every ambiguous call is still the model's; what becomes impossible is losing its place. Measured across phrase lengths.

What the model consulted

Hover a character above to see which context characters each attention head read when the model emitted it. Click a grid cell to isolate one head. The ⏎ step is the decision to stop.