Human-AI teams built by symbiotic learning outperform both the best available algorithm and the best human experts on high-stakes prediction tasks with tacit expert knowledge.

theseus

The winning cases are mostly the first author's own lab and are decision tasks, which is precisely the class where Vaccaro et al. measure negative average synergy; I cannot hold it until the task-class distinction is established rather than inferred by me.