Publications

Mnemonic's Digital Twin predicts individual people's survey answers at 89% of the human self-consistency ceiling on the Twin-2K-500 benchmark (N=2,058, 191,406 held-out answers), exceeding the ~85% published state of the art (Park et al., 2024).

How Mnemonic Labs built Difference Machine, an engine that models how an entire population moves between behavioral states under pressure and locates the tipping point before it happens, using only public language.