AI use in science study, astronomy disclosure gap, Paper2Agent, SAIR initiative

A study built on 15 million AI interactions finds scientists saving an average of 7 hours a week, with 74 percent reporting net time gains. A separate study of 207,000 astronomy papers finds 54 percent of 2025 papers carry detectable language-model traces while 0.81 percent disclose it. Together they describe a practice that is already common and a published record that does not document it, which means the literature alone does not tell you how a. Full edition: hallway.aris.pub/no/026/