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Anacreon: state-of-the-art accuracy in simulating individuals
Research Company User models

Anacreon: state-of-the-art accuracy in simulating individuals

Anacreon predicts how individual people answer new questions, not just population averages, preserving diverse and minority group opinions. It achieves a state-of-the-art ordinal alignment of 0.775, the individual-level accuracy measure on which the field has converged.

Pranav Dahiya Pranav Dahiya
What we found when we audited 1,000 predictions
User models Product

What we found when we audited 1,000 predictions

Sometimes a Semilattice prediction lands with one answer at 99.8%, or two answers stacked at 99.9% combined. We decided to run an audit to diagnose what was happening.

Joseph Wright Joseph Wright