{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleScience v1.2.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe","json_url":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe/signal.json","generated_at":"2026-06-11T03:45:10.943955+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/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe","signal_json":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe/signal.json","source":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","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/PaddleScience v1.2.0 (PaddlePaddle/PaddleScience). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.2.0 Repository: PaddlePaddle/PaddleScience Tag: v1.2.0 Published: 2023-11-27T11:08:20Z Prerelease: no Release notes: PaddleScience 1.2.0 Release Notes PaddleScience.... 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/PaddleScience/releases/tag/v1.2.0","source_host":"github.com","occurred_at":"2023-11-27T11:08:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleScience"},"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/PaddleScience","source":"source"},{"label":"Release","value":"v1.2.0","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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/PaddleScience/releases/tag/v1.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:10.943955+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe/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/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","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/PaddleScience v1.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleScience v1.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleScience v1.2.0."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleScience v1.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleScience v1.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has context","object":"PaddlePaddle/PaddleScience","text":"PaddlePaddle/PaddleScience v1.2.0 has context PaddlePaddle/PaddleScience."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleScience v1.2.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleScience v1.2.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleScience v1.2.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleScience v1.2.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","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/PaddleScience v1.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleScience v1.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleScience v1.2.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleScience v1.2.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleScience v1.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has repository","object":"PaddlePaddle/PaddleScience","text":"PaddlePaddle/PaddleScience v1.2.0 has repository PaddlePaddle/PaddleScience."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has release","object":"v1.2.0","text":"PaddlePaddle/PaddleScience v1.2.0 has release v1.2.0."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/PaddleScience v1.2.0 has watch term Eval methodology."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/PaddleScience v1.2.0 has watch term Data pipeline."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleScience v1.2.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleScience v1.2.0 (PaddlePaddle/PaddleScience). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.2.0 Repository: PaddlePaddle/PaddleScience Tag: v1.2.0 Published: 2023-11-27T11:08:20Z Prerelease: no Release notes: PaddleScience 1.2.0 Release Notes PaddleScience.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleScience v1.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleScience v1.2.0."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleScience v1.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleScience v1.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has context","object":"PaddlePaddle/PaddleScience","text":"PaddlePaddle/PaddleScience v1.2.0 has context PaddlePaddle/PaddleScience."},{"subject":"PaddlePaddle/PaddleScience v1.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleScience v1.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe","url":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe","json_url":"https://onlylabs.fyi/signals/2bb47c5c-49b0-4a72-b9d8-1a774b70c1fe/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","title":"PaddlePaddle/PaddleScience v1.2.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleScience","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-11-27T11:08:20+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/PaddleScience/releases/tag/v1.2.0"]},"facets":{"repo":"PaddlePaddle/PaddleScience"},"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/PaddleScience/releases/tag/v1.2.0","final_url":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","title":"PaddlePaddle/PaddleScience v1.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:10.943955+00:00","bytes":9562,"raw_path":"15b88e4a9ab6d7d5dd43168eab21f092a596697be98aea66db44968574fa945f.json","content_hash":"2cbc4d566f73012700478fe1f98e0f7100a634da18738f49c4b7c74e94948221","excerpt_chars":1200,"truncated":true,"excerpt":"v1.2.0 Repository: PaddlePaddle/PaddleScience Tag: v1.2.0 Published: 2023-11-27T11:08:20Z Prerelease: no Release notes: PaddleScience 1.2.0 Release Notes PaddleScience 1.2.0 is now available with multiple feature updates, documentation, code optimizations and bug fixes. This update brings numerous enhancements that improve overall performance and usability. Some of the key updates include: Examples - Add **ShockWave**, **Bubble**, **DeepCFD**, **DeepONet**, **IDE**, **FPDE**, **HeatPINN**, **Nowcasting(inference only)**, **TopOpt**, **Biharmonic2D**, **PhyLSTM**, **CFD-GCN**, **Deep-Spatial-Temporal**, **DU_CNN**, **PIRBN** and **XPINNS**, in total **15** examples and their corresponding network structures. Module - Add network structure including **AMGNet**, **DeepONet**, **DeepPhyLSTM**, **UNetEx**, refactor GAN for tidy and better readability code. - Add **Siren** activation function. - Add `create_graph` and retain_graph options for jacobian and hessian for saving memory in which creating reverse graph is unnecessary. - Add `compute_sdf_derivatives` option to compute discrete derivative of SDF when it is used in given equations. - Add **MeshAirfoilDataset**,..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","final_url":"https://github.com/PaddlePaddle/PaddleScience/releases/tag/v1.2.0","title":"PaddlePaddle/PaddleScience v1.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:10.943955+00:00","bytes":9562,"raw_path":"15b88e4a9ab6d7d5dd43168eab21f092a596697be98aea66db44968574fa945f.json","content_hash":"2cbc4d566f73012700478fe1f98e0f7100a634da18738f49c4b7c74e94948221","excerpt_chars":1200,"truncated":true,"excerpt":"v1.2.0 Repository: PaddlePaddle/PaddleScience Tag: v1.2.0 Published: 2023-11-27T11:08:20Z Prerelease: no Release notes: PaddleScience 1.2.0 Release Notes PaddleScience 1.2.0 is now available with multiple feature updates, documentation, code optimizations and bug fixes. This update brings numerous enhancements that improve overall performance and usability. Some of the key updates include: Examples - Add **ShockWave**, **Bubble**, **DeepCFD**, **DeepONet**, **IDE**, **FPDE**, **HeatPINN**, **Nowcasting(inference only)**, **TopOpt**, **Biharmonic2D**, **PhyLSTM**, **CFD-GCN**, **Deep-Spatial-Temporal**, **DU_CNN**, **PIRBN** and **XPINNS**, in total **15** examples and their corresponding network structures. Module - Add network structure including **AMGNet**, **DeepONet**, **DeepPhyLSTM**, **UNetEx**, refactor GAN for tidy and better readability code. - Add **Siren** activation function. - Add `create_graph` and retain_graph options for jacobian and hessian for saving memory in which creating reverse graph is unnecessary. - Add `compute_sdf_derivatives` option to compute discrete derivative of SDF when it is used in given equations. - Add **MeshAirfoilDataset**,..."}],"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"}]}