{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PARL v1.4","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0","json_url":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0/signal.json","generated_at":"2026-06-11T03:45:53.951391+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/753ba560-2400-4340-a1fb-52d0bcf48cc0","signal_json":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0/signal.json","source":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","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 v1.4 (PaddlePaddle/PARL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PARL 1.4 Repository: PaddlePaddle/PARL Tag: v1.4 Published: 2020-12-20T00:50:44Z Prerelease: no Release notes: Framework - support the latest API of dynamic graph mode.... 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/v1.4","source_host":"github.com","occurred_at":"2020-12-20T00:50:44+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 1.4","source":"source"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/v1.4"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:53.951391+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0/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/753ba560-2400-4340-a1fb-52d0bcf48cc0/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","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 v1.4\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PARL v1.4","text":"Baidu (ERNIE) released PaddlePaddle/PARL v1.4."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PARL v1.4 is classified as release signal."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PARL v1.4 belongs to releases desk."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has context","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v1.4 has context PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PARL v1.4 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PARL v1.4 has captured page count 1."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PARL v1.4 has readable page count 1."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PARL v1.4 has related signal count 6."},{"subject":"PaddlePaddle/PARL v1.4","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 v1.4 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 v1.4","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PARL v1.4 has source host github.com."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PARL v1.4 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PARL v1.4 has signal desk releases."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PARL v1.4 has source host github.com."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has repository","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v1.4 has repository PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has release","object":"PARL 1.4","text":"PaddlePaddle/PARL v1.4 has release PARL 1.4."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has watch term","object":"RL environments","text":"PaddlePaddle/PARL v1.4 has watch term RL environments."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PARL v1.4 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PARL v1.4 (PaddlePaddle/PARL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PARL 1.4 Repository: PaddlePaddle/PARL Tag: v1.4 Published: 2020-12-20T00:50:44Z Prerelease: no Release notes: Framework - support the latest API of dynamic graph mode.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PARL v1.4","text":"Baidu (ERNIE) released PaddlePaddle/PARL v1.4."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PARL v1.4 is classified as release signal."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PARL v1.4 belongs to releases desk."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has context","object":"PaddlePaddle/PARL","text":"PaddlePaddle/PARL v1.4 has context PaddlePaddle/PARL."},{"subject":"PaddlePaddle/PARL v1.4","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PARL v1.4 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"753ba560-2400-4340-a1fb-52d0bcf48cc0","url":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0","json_url":"https://onlylabs.fyi/signals/753ba560-2400-4340-a1fb-52d0bcf48cc0/signal.json","source_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","title":"PaddlePaddle/PARL v1.4","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":"2020-12-20T00:50:44+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/v1.4"]},"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/v1.4","final_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","title":"PaddlePaddle/PARL v1.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:53.951391+00:00","bytes":3128,"raw_path":"abdcafe62fb4dd28516bec05ee65edea99b64c48802fba693985189402ede7d6.json","content_hash":"e2b1411d013c75d757fae637294341fea341633f3b697d69eb886b9339a48cde","excerpt_chars":1200,"truncated":false,"excerpt":"PARL 1.4 Repository: PaddlePaddle/PARL Tag: v1.4 Published: 2020-12-20T00:50:44Z Prerelease: no Release notes: Framework - support the latest API of dynamic graph mode in PaddlePaddle - support VisuaIDL visualization tool - optimize compatibility under different systems Parallel Training - add monitoring page of the task output log - support direct access and modification of attributes of remote objects - support asynchronous function call in remote objects Example - add Prioritized DQN algorithm - add AlphaZero solution for Kaggle Connect X competition - add the champion models of both tracks of Neurips 2020 Learning-to-Run-a-Power-Network challenge - add demonstration code of open class \"World champion takes you to learn reinforcement learning from scratch\""},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","final_url":"https://github.com/PaddlePaddle/PARL/releases/tag/v1.4","title":"PaddlePaddle/PARL v1.4","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:53.951391+00:00","bytes":3128,"raw_path":"abdcafe62fb4dd28516bec05ee65edea99b64c48802fba693985189402ede7d6.json","content_hash":"e2b1411d013c75d757fae637294341fea341633f3b697d69eb886b9339a48cde","excerpt_chars":1200,"truncated":false,"excerpt":"PARL 1.4 Repository: PaddlePaddle/PARL Tag: v1.4 Published: 2020-12-20T00:50:44Z Prerelease: no Release notes: Framework - support the latest API of dynamic graph mode in PaddlePaddle - support VisuaIDL visualization tool - optimize compatibility under different systems Parallel Training - add monitoring page of the task output log - support direct access and modification of attributes of remote objects - support asynchronous function call in remote objects Example - add Prioritized DQN algorithm - add AlphaZero solution for Kaggle Connect X competition - add the champion models of both tracks of Neurips 2020 Learning-to-Run-a-Power-Network challenge - add demonstration code of open class \"World champion takes you to learn reinforcement learning from scratch\""}],"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"}]}