OpenAI announces a new “shepherd” system to control how it releases research breakthroughs. The company claims it will filter preprints and share findings more selectively, sparking frustration among mathematicians who feel gatekept. The move signals a shift toward tighter internal curation of high‑impact results, affecting the pace of academic collaboration.
Opening Kapyn…