{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Repo: openai/Video-Pre-Training","description":"OpenAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/82bedf42-906c-4ad7-95c3-82920b747679","json_url":"https://onlylabs.fyi/signals/82bedf42-906c-4ad7-95c3-82920b747679/signal.json","generated_at":"2026-06-11T03:56:30.180623+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/82bedf42-906c-4ad7-95c3-82920b747679","signal_json":"https://onlylabs.fyi/signals/82bedf42-906c-4ad7-95c3-82920b747679/signal.json","source":"https://github.com/openai/Video-Pre-Training","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"OpenAI published openai/Video-Pre-Training (Python). 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imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand, Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent 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implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/Video-Pre-Training","text":"OpenAI published repo openai/Video-Pre-Training."},{"subject":"openai/Video-Pre-Training","predicate":"is classified as","object":"repo signal","text":"openai/Video-Pre-Training is classified as repo signal."},{"subject":"openai/Video-Pre-Training","predicate":"belongs to","object":"repos desk","text":"openai/Video-Pre-Training belongs to repos desk."},{"subject":"openai/Video-Pre-Training","predicate":"has context","object":"Python","text":"openai/Video-Pre-Training has context Python."},{"subject":"openai/Video-Pre-Training","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/Video-Pre-Training has evidence coverage 1 captured evidence page."},{"subject":"openai/Video-Pre-Training","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"openai/Video-Pre-Training matches data-business lanes Data demand, Infrastructure."},{"subject":"openai/Video-Pre-Training","predicate":"has captured page count","object":"1","text":"openai/Video-Pre-Training has captured page count 1."},{"subject":"openai/Video-Pre-Training","predicate":"has readable page count","object":"1","text":"openai/Video-Pre-Training has readable page count 1."},{"subject":"openai/Video-Pre-Training","predicate":"has related signal count","object":"6","text":"openai/Video-Pre-Training has related signal count 6."},{"subject":"openai/Video-Pre-Training","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"openai/Video-Pre-Training has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"openai/Video-Pre-Training","predicate":"has source host","object":"github.com","text":"openai/Video-Pre-Training has source host github.com."},{"subject":"openai/Video-Pre-Training","predicate":"has lab","object":"OpenAI","text":"openai/Video-Pre-Training has lab OpenAI."},{"subject":"openai/Video-Pre-Training","predicate":"has signal desk","object":"repos","text":"openai/Video-Pre-Training has signal desk repos."},{"subject":"openai/Video-Pre-Training","predicate":"has source host","object":"github.com","text":"openai/Video-Pre-Training has source host github.com."},{"subject":"openai/Video-Pre-Training","predicate":"has repository","object":"openai/Video-Pre-Training","text":"openai/Video-Pre-Training has repository openai/Video-Pre-Training."},{"subject":"openai/Video-Pre-Training","predicate":"has language","object":"Python","text":"openai/Video-Pre-Training has language Python."},{"subject":"openai/Video-Pre-Training","predicate":"has stars","object":"1,694","text":"openai/Video-Pre-Training has stars 1,694."},{"subject":"openai/Video-Pre-Training","predicate":"has radar lane","object":"Data demand","text":"openai/Video-Pre-Training has radar lane Data demand."},{"subject":"openai/Video-Pre-Training","predicate":"has radar lane","object":"Infrastructure","text":"openai/Video-Pre-Training has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"OpenAI published openai/Video-Pre-Training (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo openai/Video-Pre-Training · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Infrastructure in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published repo","object":"openai/Video-Pre-Training","text":"OpenAI published repo openai/Video-Pre-Training."},{"subject":"openai/Video-Pre-Training","predicate":"is classified as","object":"repo signal","text":"openai/Video-Pre-Training is classified as repo signal."},{"subject":"openai/Video-Pre-Training","predicate":"belongs to","object":"repos desk","text":"openai/Video-Pre-Training belongs to repos desk."},{"subject":"openai/Video-Pre-Training","predicate":"has context","object":"Python","text":"openai/Video-Pre-Training has context Python."},{"subject":"openai/Video-Pre-Training","predicate":"has evidence coverage","object":"1 captured evidence page","text":"openai/Video-Pre-Training has evidence coverage 1 captured evidence page."},{"subject":"openai/Video-Pre-Training","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"openai/Video-Pre-Training matches data-business lanes Data demand, Infrastructure."}]},"signal":{"id":"82bedf42-906c-4ad7-95c3-82920b747679","url":"https://onlylabs.fyi/signals/82bedf42-906c-4ad7-95c3-82920b747679","json_url":"https://onlylabs.fyi/signals/82bedf42-906c-4ad7-95c3-82920b747679/signal.json","source_url":"https://github.com/openai/Video-Pre-Training","title":"openai/Video-Pre-Training","summary":"OpenAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2022-06-22T18:06:56+00:00","first_seen_at":"2026-06-06T01:49:43.028364+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/Video-Pre-Training"]},"facets":{"repo":"openai/Video-Pre-Training","language":"Python"},"traction":{"github_stars":1694,"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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":26,"matched_terms":["label","training"],"reason":"OpenAI has a repo signal matching data demand, infrastructure."}},"primary_evidence_page":{"url":"https://github.com/openai/Video-Pre-Training","final_url":"https://github.com/openai/Video-Pre-Training","title":"openai/Video-Pre-Training repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:30.180623+00:00","bytes":34505,"raw_path":"fd6e23d1148aaa7dc61098a32d74713b24f2fb8103749de759ee37dd02941683.json","content_hash":"3fa3c4678f5b27e4d997bb096dced308569e51e4d2960a47566ad7e29608697c","excerpt_chars":1200,"truncated":true,"excerpt":"openai/Video-Pre-Training Description: Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos Language: Python License: MIT Stars: 1694 Forks: 167 Open issues: 17 Created: 2022-06-22T18:06:56Z Pushed: 2025-09-03T21:51:23Z Default branch: main Fork: no Archived: no README: Video-Pre-Training Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos > :page_facing_up: [Read Paper](https://cdn.openai.com/vpt/Paper.pdf) \\ :mega: [Blog Post](https://openai.com/blog/vpt) \\ :space_invader: [MineRL Environment](https://github.com/minerllabs/minerl) (note version 1.0+ required) \\ :checkered_flag: [MineRL BASALT Competition](https://www.aicrowd.com/challenges/neurips-2022-minerl-basalt-competition) Running agent models Install pre-requirements for [MineRL](https://minerl.readthedocs.io/en/latest/tutorials/index.html). Then install requirements with: ``` pip install git+https://github.com/minerllabs/minerl pip install -r requirements.txt ``` > ⚠️ Note: For reproducibility reasons, the PyTorch version is pinned as `torch==1.9.0`, which is incompatible with Python 3.10 or higher versions. If you are using Python 3.10 or higher, install a [newer version..."},"evidence_pages":[{"url":"https://github.com/openai/Video-Pre-Training","final_url":"https://github.com/openai/Video-Pre-Training","title":"openai/Video-Pre-Training repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:30.180623+00:00","bytes":34505,"raw_path":"fd6e23d1148aaa7dc61098a32d74713b24f2fb8103749de759ee37dd02941683.json","content_hash":"3fa3c4678f5b27e4d997bb096dced308569e51e4d2960a47566ad7e29608697c","excerpt_chars":1200,"truncated":true,"excerpt":"openai/Video-Pre-Training Description: Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos Language: Python License: MIT Stars: 1694 Forks: 167 Open issues: 17 Created: 2022-06-22T18:06:56Z Pushed: 2025-09-03T21:51:23Z Default branch: main Fork: no Archived: no README: Video-Pre-Training Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos > :page_facing_up: [Read Paper](https://cdn.openai.com/vpt/Paper.pdf) \\ :mega: [Blog Post](https://openai.com/blog/vpt) \\ :space_invader: [MineRL Environment](https://github.com/minerllabs/minerl) (note version 1.0+ required) \\ :checkered_flag: [MineRL BASALT Competition](https://www.aicrowd.com/challenges/neurips-2022-minerl-basalt-competition) Running agent models Install pre-requirements for [MineRL](https://minerl.readthedocs.io/en/latest/tutorials/index.html). Then install requirements with: ``` pip install git+https://github.com/minerllabs/minerl pip install -r requirements.txt ``` > ⚠️ Note: For reproducibility reasons, the PyTorch version is pinned as `torch==1.9.0`, which is incompatible with Python 3.10 or higher versions. If you are using Python 3.10 or higher, install a [newer version..."}],"related_signals":[{"id":"9b55a747-c2bc-494f-a3ad-ef484503c650","url":"https://onlylabs.fyi/signals/9b55a747-c2bc-494f-a3ad-ef484503c650","source_url":"https://github.com/openai/role-specific-plugins","title":"openai/role-specific-plugins","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-02T16:27:24+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"26c411d2-1675-4d85-a267-55c0a2a1b6b4","url":"https://onlylabs.fyi/signals/26c411d2-1675-4d85-a267-55c0a2a1b6b4","source_url":"https://github.com/openai/imagegencam","title":"openai/imagegencam","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-19T23:14:18+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"e7a21543-9852-40bb-9102-041209e64fa5","url":"https://onlylabs.fyi/signals/e7a21543-9852-40bb-9102-041209e64fa5","source_url":"https://github.com/openai/openai-cli","title":"openai/openai-cli","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-01T16:40:05+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"359b222c-96a1-40f5-b8d4-7a469ee9825c","url":"https://onlylabs.fyi/signals/359b222c-96a1-40f5-b8d4-7a469ee9825c","source_url":"https://github.com/openai/openai-realtime-meeting-assistant","title":"openai/openai-realtime-meeting-assistant","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-29T22:54:59+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"1bf8025d-8227-489e-8e04-57d8919213fc","url":"https://onlylabs.fyi/signals/1bf8025d-8227-489e-8e04-57d8919213fc","source_url":"https://github.com/openai/monitorability-evals","title":"openai/monitorability-evals","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-22T22:12:39+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"},{"id":"f61802fb-361e-4d2b-b871-57ea3a33fb22","url":"https://onlylabs.fyi/signals/f61802fb-361e-4d2b-b871-57ea3a33fb22","source_url":"https://github.com/openai/privacy-filter","title":"openai/privacy-filter","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-17T22:49:09+00:00","first_seen_at":"2026-06-05T05:42:58.317915+00:00","date_source":"source"}]}