Why AI “Unicorns” Skip Publishing—and What That Means
A new preprint argues that many AI unicorn startups contribute almost nothing to the formal scientific record. Over half reportedly produce no citable paper or preprint, reducing reproducibility and making safety evaluation harder—especially when model details stay opaque.