{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleFL 0.2.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8","json_url":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8/signal.json","generated_at":"2026-06-11T03:45:54.746512+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/9a9c698c-178a-49a8-832e-8bf221aea9a8","signal_json":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8/signal.json","source":"https://github.com/PaddlePaddle/PaddleFL/releases/tag/0.2.0","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/PaddleFL 0.2.0 (PaddlePaddle/PaddleFL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: paddleFL release 0.2.0 Repository: PaddlePaddle/PaddleFL Tag: 0.2.0 Published: 2020-04-06T02:44:51Z Prerelease: no Release notes: v0.2.0 released Support Kubernetes easy.... 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/PaddleFL/releases/tag/0.2.0","source_host":"github.com","occurred_at":"2020-04-06T02:44:51+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleFL"},"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/PaddleFL","source":"source"},{"label":"Release","value":"paddleFL release 0.2.0","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/PaddleFL/releases/tag/0.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:54.746512+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8/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/9a9c698c-178a-49a8-832e-8bf221aea9a8/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleFL/releases/tag/0.2.0","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/PaddleFL 0.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFL 0.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFL 0.2.0."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFL 0.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFL 0.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has context","object":"PaddlePaddle/PaddleFL","text":"PaddlePaddle/PaddleFL 0.2.0 has context PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFL 0.2.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleFL 0.2.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleFL 0.2.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleFL 0.2.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","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/PaddleFL 0.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFL 0.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleFL 0.2.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleFL 0.2.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleFL 0.2.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has repository","object":"PaddlePaddle/PaddleFL","text":"PaddlePaddle/PaddleFL 0.2.0 has repository PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has release","object":"paddleFL release 0.2.0","text":"PaddlePaddle/PaddleFL 0.2.0 has release paddleFL release 0.2.0."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has watch term","object":"Eval methodology","text":"PaddlePaddle/PaddleFL 0.2.0 has watch 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: paddleFL release 0.2.0 Repository: PaddlePaddle/PaddleFL Tag: 0.2.0 Published: 2020-04-06T02:44:51Z Prerelease: no Release notes: v0.2.0 released Support Kubernetes easy.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleFL 0.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleFL 0.2.0."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleFL 0.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleFL 0.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has context","object":"PaddlePaddle/PaddleFL","text":"PaddlePaddle/PaddleFL 0.2.0 has context PaddlePaddle/PaddleFL."},{"subject":"PaddlePaddle/PaddleFL 0.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleFL 0.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9a9c698c-178a-49a8-832e-8bf221aea9a8","url":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8","json_url":"https://onlylabs.fyi/signals/9a9c698c-178a-49a8-832e-8bf221aea9a8/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleFL/releases/tag/0.2.0","title":"PaddlePaddle/PaddleFL 0.2.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleFL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-04-06T02:44:51+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/PaddleFL/releases/tag/0.2.0"]},"facets":{"repo":"PaddlePaddle/PaddleFL"},"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/PaddleFL/releases/tag/0.2.0","final_url":"https://github.com/PaddlePaddle/PaddleFL/releases/tag/0.2.0","title":"PaddlePaddle/PaddleFL 0.2.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:54.746512+00:00","bytes":2621,"raw_path":"3b10c9fb8b664941e26697a4893295d9db6a0b3f58935fe9cc0b0287a0581127.json","content_hash":"3d724690d65faff0fe8d44380013989044791ca595e592b1d0d19361ba45f8e9","excerpt_chars":1200,"truncated":false,"excerpt":"paddleFL release 0.2.0 Repository: PaddlePaddle/PaddleFL Tag: 0.2.0 Published: 2020-04-06T02:44:51Z Prerelease: no Release notes: v0.2.0 released Support Kubernetes easy deployment Add api for LEAF dataset which is in federated settings, supporting benchmark experiments. 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