{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Repo: openai/safety-rbr-code-and-data","description":"OpenAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263","json_url":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263/signal.json","generated_at":"2026-06-11T04:01:15.320061+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263","signal_json":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263/signal.json","source":"https://github.com/openai/safety-rbr-code-and-data","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"OpenAI published openai/safety-rbr-code-and-data (Jupyter Notebook). 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evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has source host","object":"github.com","text":"openai/safety-rbr-code-and-data has source host github.com."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has lab","object":"OpenAI","text":"openai/safety-rbr-code-and-data has lab OpenAI."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has signal desk","object":"repos","text":"openai/safety-rbr-code-and-data has signal desk repos."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has source host","object":"github.com","text":"openai/safety-rbr-code-and-data has source host github.com."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has repository","object":"openai/safety-rbr-code-and-data","text":"openai/safety-rbr-code-and-data has repository openai/safety-rbr-code-and-data."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has language","object":"Jupyter Notebook","text":"openai/safety-rbr-code-and-data has language Jupyter Notebook."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has stars","object":"208","text":"openai/safety-rbr-code-and-data has stars 208."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has notability","object":"OpenAI safety research repo, moderate traction.","text":"openai/safety-rbr-code-and-data has notability OpenAI safety research repo, moderate traction.."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has radar lane","object":"Data demand","text":"openai/safety-rbr-code-and-data has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"OpenAI published openai/safety-rbr-code-and-data (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/safety-rbr-code-and-data · language Jupyter Notebook · OpenAI safety research repo, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/safety-rbr-code-and-data","text":"OpenAI published repo openai/safety-rbr-code-and-data."},{"subject":"openai/safety-rbr-code-and-data","predicate":"is classified as","object":"repo signal","text":"openai/safety-rbr-code-and-data is classified as repo signal."},{"subject":"openai/safety-rbr-code-and-data","predicate":"belongs to","object":"repos desk","text":"openai/safety-rbr-code-and-data belongs to repos desk."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has context","object":"Jupyter Notebook","text":"openai/safety-rbr-code-and-data has context Jupyter Notebook."},{"subject":"openai/safety-rbr-code-and-data","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/safety-rbr-code-and-data has evidence coverage 1 captured evidence page."},{"subject":"openai/safety-rbr-code-and-data","predicate":"matches data-business lanes","object":"Data demand, Safety and policy","text":"openai/safety-rbr-code-and-data matches data-business lanes Data demand, Safety and policy."}]},"signal":{"id":"31fd28ca-691f-4b7b-8066-c32885b80263","url":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263","json_url":"https://onlylabs.fyi/signals/31fd28ca-691f-4b7b-8066-c32885b80263/signal.json","source_url":"https://github.com/openai/safety-rbr-code-and-data","title":"openai/safety-rbr-code-and-data","summary":"OpenAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2024-07-19T23:15:09+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/openai/safety-rbr-code-and-data"]},"facets":{"repo":"openai/safety-rbr-code-and-data","language":"Jupyter Notebook"},"traction":{"github_stars":208,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":26,"matched_terms":["data","safety"],"reason":"OpenAI has a repo signal matching data demand, safety and policy."}},"primary_evidence_page":{"url":"https://github.com/openai/safety-rbr-code-and-data","final_url":"https://github.com/openai/safety-rbr-code-and-data","title":"openai/safety-rbr-code-and-data repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:01:15.320061+00:00","bytes":9714,"raw_path":"d5f19f2c068e39a12f9b327c5ba13308a85bb3c8ff2ca31830b65c5111a9cfc0.json","content_hash":"1ec2ce8e6cfcf68449754f082933e71b18793b5f3627a56419d8dc7626c882a4","excerpt_chars":1200,"truncated":true,"excerpt":"openai/safety-rbr-code-and-data Description: Code and example data for the paper: Rule Based Rewards for Language Model Safety Language: Jupyter Notebook License: MIT Stars: 208 Forks: 22 Open issues: 1 Created: 2024-07-19T23:15:09Z Pushed: 2024-07-19T23:24:59Z Default branch: main Fork: no Archived: no README: Safety RBR Gold Dataset and Weight Fitting Code **Warning: Content may include language related to racism, erotic themes, self-harm, or other offensive material.** This directory contains complementary code and data for the paper: Rule Based Rewards for Language Model Safety It contains: - Our Safety RBR gold dataset, the small set of human data we used in the this experiment. 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The data lives in `data/rbr_gold_data/` and the notebook `analyze_RBR_gold_data.ipynb` gives further examples for loading the data. - Our code for fitting the RBR weights (`rbr_weight_fitter.py`) along with an example `weight_fitting_example.ipynb` of usage and visualization. - Some example synthetic data and reward model scores to demonstrate the usage of the weight fitting code..."},"evidence_pages":[{"url":"https://github.com/openai/safety-rbr-code-and-data","final_url":"https://github.com/openai/safety-rbr-code-and-data","title":"openai/safety-rbr-code-and-data repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:01:15.320061+00:00","bytes":9714,"raw_path":"d5f19f2c068e39a12f9b327c5ba13308a85bb3c8ff2ca31830b65c5111a9cfc0.json","content_hash":"1ec2ce8e6cfcf68449754f082933e71b18793b5f3627a56419d8dc7626c882a4","excerpt_chars":1200,"truncated":true,"excerpt":"openai/safety-rbr-code-and-data Description: Code and example data for the paper: Rule Based Rewards for Language Model Safety Language: Jupyter Notebook License: MIT Stars: 208 Forks: 22 Open issues: 1 Created: 2024-07-19T23:15:09Z Pushed: 2024-07-19T23:24:59Z Default branch: main Fork: no Archived: no README: Safety RBR Gold Dataset and Weight Fitting Code **Warning: Content may include language related to racism, erotic themes, self-harm, or other offensive material.** This directory contains complementary code and data for the paper: Rule Based Rewards for Language Model Safety It contains: - Our Safety RBR gold dataset, the small set of human data we used in the this experiment. 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