research collaboration

OpenAI and Ironclad domain-software training collaboration

OpenAI and Ironclad built hosted contracting tasks and business-rule rubrics for computer-use training and evaluation. Reported benchmark gains come from a narrow internal task set and should not be generalized to broad contracting competence.