PhD students who write dissertation with AI less likely to stay in academia
US PhD graduates who used artificial intelligence were more likely to work in industry.

Supporting Researchers in a Time of Change - Ithaka S+R
As 2027 approaches, senior leaders are facing another year of uncertainty across the research enterprise. Steep declines in applications and admissions of

Google opens Deep Review AI tool to help researchers catch manuscript errors
Google Research on Oct. 14 released Deep Review, an AI system designed to flag mathematical errors, logical gaps and unsupported claims in technical documents. The public launch follows pilots that provided feedback on more than 15,000 manuscripts, according to Google. Speaking at Google’s Research@ event in Mountain View, California, Rajesh Jayaram, a research scientist at…

AI in the workplace vs. AI in education
Quoting Dan Willingham: Students should only use AI for things that they already know how to do well.

AI capability in research tasks is advancing faster than institutional frameworks for governing it. Google released Deep Review, a public tool that checks manuscripts for mathematical errors, logical gaps and unsupported claims, built on a system already piloted on more than 15,000 conference submissions. TasteVal, a new benchmark for experimental research design, finds frontier models now exceed the human expert baseline, with scores tripling in. Full edition: hallway.aris.pub/no/030/