We can now build user models of people who speak languages other than English. They're built from real human data in that language and validated to the same state-of-the-art accuracy as English models.
Joseph Wright
Get a custom model of your users, with state-of-the-art accuracy in predicting how individuals answer new questions.
Joseph Wright
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
MONEYME launches credit products and changes its messaging more often than research with real people can keep up with. Its teams now have a model of 450 everyday Australians, each one its own fine-tuned LLM, that they can consult in minutes.
Fabian Teichmueller
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
We redesigned audiences in Semilattice to make accuracy fully inspectable.
Joseph Wright
