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Despite not being trained to, it turns out the Pearson correlation between a models AA Intelligence Index score and its ability to generate Base64 encoded responses is 0.91

Via r/LocalLlama
Wednesday, Jul 22, 2026 · 11:43AM
Summary

I built Encode Bench, an open benchmark that asks a model to solve a task and return the answer as a Base64 payload. The initial result surprised me: across the eight models with matching data in the current nine-model snapshot, Encode Bench pass rate has a Pearson correlation of 0.91 with the Artif

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