{"work":{"id":"792b0eaf-59f4-46a3-a117-ac2ade54fe9b","openalex_id":null,"doi":null,"arxiv_id":"2510.02245","raw_key":null,"title":"name”: “search","authors":null,"authors_text":"React: Synergizing reasoning and act- ing in language models","year":2023,"venue":null,"abstract":null,"external_url":"https://arxiv.org/abs/2510.02245","cited_by_count":null,"metadata_source":"arxiv_reference","metadata_fetched_at":"2026-07-04T20:50:12.357975+00:00","pith_arxiv_id":null,"created_at":"2026-05-10T00:54:48.607082+00:00","updated_at":"2026-07-04T20:50:12.357975+00:00","title_quality_ok":false,"display_title":"Exgrpo: Learning to reason from experience.arXiv preprint arXiv:2510.02245","render_title":"Exgrpo: Learning to reason from experience.arXiv preprint arXiv:2510.02245"},"hub":{"state":{"work_id":"792b0eaf-59f4-46a3-a117-ac2ade54fe9b","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":21,"external_cited_by_count":null,"distinct_field_count":4,"first_pith_cited_at":"2026-01-28T18:29:21+00:00","last_pith_cited_at":"2026-06-29T15:05:28+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-08-22T01:39:37.821299+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":2},{"context_role":"baseline","n":1}],"polarity_counts":[{"context_polarity":"background","n":2},{"context_polarity":"baseline","n":1}],"runs":{},"summary":{},"graph":{},"authors":[]}}