The Gap Between Adoption and Governance AI adoption crossed a threshold in 2024. Stanford University’s 2025 AI Index Report found that 78% of firms adopted AI during the year, up sharply from 55% the year before.
For years, the loudest voices in AI governance came from regulators, ethicists, and policy shops. The people actually shipping models into production were often an afterthought, consulted late and asked to bolt compliance onto systems already built.
AI research and scientific papers translated for working engineers: the method before the result, the baseline flagged when it is weak, and a link to the artifact every time.
The research that actually changes what you build.
The paper trail
