{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PARL v2.0.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611","json_url":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611/signal.json","generated_at":"2026-06-11T03:45:52.37553+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611","signal_json":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611/signal.json","source":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PARL v2.0.0 (PaddlePaddle/PARL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PARL 2.0.0 Repository: PaddlePaddle/PARL Tag: v2.0.0 Published: 2021-06-03T09:31:59Z Prerelease: no Release notes: Framework - Support PaddlePaddle 2.0 (dynamic graph.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","source_host":"github.com","occurred_at":"2021-06-03T09:31:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PARL"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PARL","source":"source"},{"label":"Release","value":"PARL 2.0.0","source":"source"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"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/PaddlePaddle/PARL/releases/tag/v2.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:52.37553+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PARL v2.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PARL v2.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PARL v2.0.0."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PARL v2.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PARL v2.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has context","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v2.0.0 has context PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PARL v2.0.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PARL v2.0.0 has captured page count 1."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PARL v2.0.0 has readable page count 1."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PARL v2.0.0 has related signal count 6."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PARL v2.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PARL v2.0.0 has source host github.com."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PARL v2.0.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PARL v2.0.0 has signal desk releases."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PARL v2.0.0 has source host github.com."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has repository","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v2.0.0 has repository PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has release","object":"PARL 2.0.0","text":"PaddlePaddle/PARL v2.0.0 has release PARL 2.0.0."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has watch term","object":"RL environments","text":"PaddlePaddle/PARL v2.0.0 has watch term RL environments."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PARL v2.0.0 has watch term Infrastructure."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has watch term","object":"Safety and alignment","text":"PaddlePaddle/PARL v2.0.0 has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PARL v2.0.0 (PaddlePaddle/PARL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PARL 2.0.0 Repository: PaddlePaddle/PARL Tag: v2.0.0 Published: 2021-06-03T09:31:59Z Prerelease: no Release notes: Framework - Support PaddlePaddle 2.0 (dynamic graph.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PARL v2.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PARL v2.0.0."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PARL v2.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PARL v2.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has context","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v2.0.0 has context PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PARL v2.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ab3bd447-287d-4fa6-bf0c-974c34393611","url":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611","json_url":"https://onlylabs.fyi/signals/ab3bd447-287d-4fa6-bf0c-974c34393611/signal.json","source_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","title":"PaddlePaddle/PARL v2.0.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PARL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2021-06-03T09:31:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+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/PaddlePaddle/PARL/releases/tag/v2.0.0"]},"facets":{"repo":"PaddlePaddle/PARL"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","final_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","title":"PaddlePaddle/PARL v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:52.37553+00:00","bytes":3072,"raw_path":"e7eadafc581142263fc28d22e010de8f8517659247d3c08ec60672f4cb6a0f39.json","content_hash":"8e25292cdd4124949a8bc44a1950bee8df341cb6839a5c8d452ea6cb09901124","excerpt_chars":1200,"truncated":false,"excerpt":"PARL 2.0.0 Repository: PaddlePaddle/PARL Tag: v2.0.0 Published: 2021-06-03T09:31:59Z Prerelease: no Release notes: Framework - Support PaddlePaddle 2.0 (dynamic graph mode) by default - Add integration testing for Windows Parallel Training - Refactor the heartbeat mechanism of the xparl module - Use the synchronous xparl API for some distributed algorithms Documentation - Add Chinese documentation @readthedocs Example - Paddle - Policy Gradient - DDPG - DQN/Double DQN/ Dueling DQN - SAC - TD3 - OAC - QMIX - A2C - AlphaZero - Fluid - QMIX Application - Self-driving system in CARLA simulator"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","final_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v2.0.0","title":"PaddlePaddle/PARL v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:52.37553+00:00","bytes":3072,"raw_path":"e7eadafc581142263fc28d22e010de8f8517659247d3c08ec60672f4cb6a0f39.json","content_hash":"8e25292cdd4124949a8bc44a1950bee8df341cb6839a5c8d452ea6cb09901124","excerpt_chars":1200,"truncated":false,"excerpt":"PARL 2.0.0 Repository: PaddlePaddle/PARL Tag: v2.0.0 Published: 2021-06-03T09:31:59Z Prerelease: no Release notes: Framework - Support PaddlePaddle 2.0 (dynamic graph mode) by default - Add integration testing for Windows Parallel Training - Refactor the heartbeat mechanism of the xparl module - Use the synchronous xparl API for some distributed algorithms Documentation - Add Chinese documentation @readthedocs Example - Paddle - Policy Gradient - DDPG - DQN/Double DQN/ Dueling DQN - SAC - TD3 - OAC - QMIX - A2C - AlphaZero - Fluid - QMIX Application - Self-driving system in CARLA simulator"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}