{"artifact":{"id":"art-openai-ironclad-domain-training-20261006","canonical_url":"https://openai.com/index/advancing-computer-use-with-ironclad","artifact_type":"research_collaboration","title":"OpenAI and Ironclad domain-software training collaboration","summary":"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.","creator_entities":["OpenAI","Ironclad"],"released_at":"2026-10-06T00:00:00.000Z","content_hash":null,"metadata":{"task_count":11,"independent_replication":false},"created_at":"2026-10-07T06:53:49.370Z","updated_at":"2026-10-07T06:53:49.370Z"},"sources":[{"id":"src-openai-ironclad-20261006","name":"Advancing computer use with Ironclad","publisher":"OpenAI","url":"https://openai.com/index/advancing-computer-use-with-ironclad","source_type":"research_collaboration_announcement","primary_or_secondary":"primary","retrieved_at":"2026-10-06T22:05:49.000Z","published_at":"2026-10-06T00:00:00.000Z","author":"OpenAI","metadata":[],"created_at":"2026-10-07T06:53:49.369Z","updated_at":"2026-10-07T06:53:49.369Z"}]}