{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleCFD v0.3.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7","json_url":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7/signal.json","generated_at":"2026-06-11T03:45:04.057971+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/85001893-b4f6-45ad-aae3-9dcd6a9b88c7","signal_json":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7/signal.json","source":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","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/PaddleCFD v0.3.0 (PaddlePaddle/PaddleCFD). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of niche CFD tool, low community traction · v0.3.0 Repository: PaddlePaddle/PaddleCFD Tag: v0.3.0 Published: 2025-09-15T11:42:39Z Prerelease: no Release notes: PaddleCFD 0.3.0 Release Notes 中文版：参见.... 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/PaddleCFD/releases/tag/v0.3.0","source_host":"github.com","occurred_at":"2025-09-15T11:42:39+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleCFD"},"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/PaddleCFD","source":"source"},{"label":"Release","value":"v0.3.0","source":"source"},{"label":"Notability","value":"Minor release of niche CFD tool, low community traction","source":"signal"},{"label":"Watch term","value":"RL environments","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/PaddleCFD/releases/tag/v0.3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:04.057971+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7/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/85001893-b4f6-45ad-aae3-9dcd6a9b88c7/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","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/PaddleCFD v0.3.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleCFD v0.3.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleCFD v0.3.0."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleCFD v0.3.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleCFD v0.3.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has context","object":"PaddlePaddle/PaddleCFD","text":"PaddlePaddle/PaddleCFD v0.3.0 has context PaddlePaddle/PaddleCFD."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleCFD v0.3.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleCFD v0.3.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleCFD v0.3.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleCFD v0.3.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","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/PaddleCFD v0.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleCFD v0.3.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleCFD v0.3.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleCFD v0.3.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleCFD v0.3.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has repository","object":"PaddlePaddle/PaddleCFD","text":"PaddlePaddle/PaddleCFD v0.3.0 has repository PaddlePaddle/PaddleCFD."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has release","object":"v0.3.0","text":"PaddlePaddle/PaddleCFD v0.3.0 has release v0.3.0."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has notability","object":"Minor release of niche CFD tool, low community traction","text":"PaddlePaddle/PaddleCFD v0.3.0 has notability Minor release of niche CFD tool, low community traction."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has watch term","object":"RL environments","text":"PaddlePaddle/PaddleCFD v0.3.0 has watch term RL environments."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/PaddleCFD v0.3.0 has watch term Data pipeline."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleCFD v0.3.0 (PaddlePaddle/PaddleCFD). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Minor release of niche CFD tool, low community traction · v0.3.0 Repository: PaddlePaddle/PaddleCFD Tag: v0.3.0 Published: 2025-09-15T11:42:39Z Prerelease: no Release notes: PaddleCFD 0.3.0 Release Notes 中文版：参见.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleCFD v0.3.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleCFD v0.3.0."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleCFD v0.3.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleCFD v0.3.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has context","object":"PaddlePaddle/PaddleCFD","text":"PaddlePaddle/PaddleCFD v0.3.0 has context PaddlePaddle/PaddleCFD."},{"subject":"PaddlePaddle/PaddleCFD v0.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleCFD v0.3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"85001893-b4f6-45ad-aae3-9dcd6a9b88c7","url":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7","json_url":"https://onlylabs.fyi/signals/85001893-b4f6-45ad-aae3-9dcd6a9b88c7/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","title":"PaddlePaddle/PaddleCFD v0.3.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleCFD","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-09-15T11:42:39+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/PaddleCFD/releases/tag/v0.3.0"]},"facets":{"repo":"PaddlePaddle/PaddleCFD"},"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/PaddleCFD/releases/tag/v0.3.0","final_url":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","title":"PaddlePaddle/PaddleCFD v0.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:04.057971+00:00","bytes":7725,"raw_path":"cb80735fac392fb70d9f23b8c7705894774a02228b3a0ad3ee96997e88cfc18a.json","content_hash":"452494022ca43c55143079570612fd25bf10d9516e4b309dfade64c1e8b25c2d","excerpt_chars":1200,"truncated":true,"excerpt":"v0.3.0 Repository: PaddlePaddle/PaddleCFD Tag: v0.3.0 Published: 2025-09-15T11:42:39Z Prerelease: no Release notes: PaddleCFD 0.3.0 Release Notes 中文版：参见 [release_notes_cn.md](https://github.com/PaddlePaddle/PaddleCFD/blob/develop/doc/release_notes_v0.3.0_cn.md). PaddleCFD 0.3.0 Overview PaddleCFD is a deep learning toolkit based on the PaddlePaddle deep learning framework, focused on Computational Fluid Dynamics (CFD) tasks. It is used for fluid mechanics equation discovery, numerical simulation acceleration, flow shape optimization, and flow control strategy discovery. The PaddleCFD 0.3.0 release mainly focuses on accelerating CFD numerical simulations, constructing fluid computation surrogate models based on the PaddlePaddle framework. It has achieved breakthroughs in model accuracy and computational efficiency, providing high baseline models for researchers in the field of fluid mechanics and turnkey tool libraries for enterprise users. The main features of the PaddleCFD 0.3.0 release are as follows: - **Coverage of mainstream and cutting-edge surrogate models**: The PaddleCFD 0.3.0 release includes specific models for scientific computing, such as Fourier Neural Operators..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","final_url":"https://github.com/PaddlePaddle/PaddleCFD/releases/tag/v0.3.0","title":"PaddlePaddle/PaddleCFD v0.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:04.057971+00:00","bytes":7725,"raw_path":"cb80735fac392fb70d9f23b8c7705894774a02228b3a0ad3ee96997e88cfc18a.json","content_hash":"452494022ca43c55143079570612fd25bf10d9516e4b309dfade64c1e8b25c2d","excerpt_chars":1200,"truncated":true,"excerpt":"v0.3.0 Repository: PaddlePaddle/PaddleCFD Tag: v0.3.0 Published: 2025-09-15T11:42:39Z Prerelease: no Release notes: PaddleCFD 0.3.0 Release Notes 中文版：参见 [release_notes_cn.md](https://github.com/PaddlePaddle/PaddleCFD/blob/develop/doc/release_notes_v0.3.0_cn.md). PaddleCFD 0.3.0 Overview PaddleCFD is a deep learning toolkit based on the PaddlePaddle deep learning framework, focused on Computational Fluid Dynamics (CFD) tasks. It is used for fluid mechanics equation discovery, numerical simulation acceleration, flow shape optimization, and flow control strategy discovery. The PaddleCFD 0.3.0 release mainly focuses on accelerating CFD numerical simulations, constructing fluid computation surrogate models based on the PaddlePaddle framework. It has achieved breakthroughs in model accuracy and computational efficiency, providing high baseline models for researchers in the field of fluid mechanics and turnkey tool libraries for enterprise users. The main features of the PaddleCFD 0.3.0 release are as follows: - **Coverage of mainstream and cutting-edge surrogate models**: The PaddleCFD 0.3.0 release includes specific models for scientific computing, such as Fourier Neural Operators..."}],"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"}]}