{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PLSC v0.1.1","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f","json_url":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f/signal.json","generated_at":"2026-06-11T03:45:54.831015+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/ab4ac463-71ac-4266-ac31-a5de9ac7218f","signal_json":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f/signal.json","source":"https://github.com/PaddlePaddle/PLSC/releases/tag/v0.1.1","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/PLSC v0.1.1 (PaddlePaddle/PLSC). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PLSC 0.1.1 Repository: PaddlePaddle/PLSC Tag: v0.1.1 Published: 2020-01-09T05:12:30Z Prerelease: no Release notes: * 新增功能 * 支持混合精度训练，单机8张V100 GPU配置下，训练速度较单精度训练提升1.42倍 *.... 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/PLSC/releases/tag/v0.1.1","source_host":"github.com","occurred_at":"2020-01-09T05:12:30+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PLSC"},"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/PLSC","source":"source"},{"label":"Release","value":"PLSC 0.1.1","source":"source"},{"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/PLSC/releases/tag/v0.1.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:54.831015+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f/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/ab4ac463-71ac-4266-ac31-a5de9ac7218f/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v0.1.1","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/PLSC v0.1.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PLSC v0.1.1","text":"Baidu (ERNIE) released PaddlePaddle/PLSC v0.1.1."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PLSC v0.1.1 is classified as release signal."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PLSC v0.1.1 belongs to releases desk."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has context","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v0.1.1 has context PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC v0.1.1 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PLSC v0.1.1 has captured page count 1."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PLSC v0.1.1 has readable page count 1."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PLSC v0.1.1 has related signal count 6."},{"subject":"PaddlePaddle/PLSC v0.1.1","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/PLSC v0.1.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC v0.1.1 has source host github.com."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PLSC v0.1.1 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PLSC v0.1.1 has signal desk releases."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC v0.1.1 has source host github.com."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has repository","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v0.1.1 has repository PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has release","object":"PLSC 0.1.1","text":"PaddlePaddle/PLSC v0.1.1 has release PLSC 0.1.1."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PLSC v0.1.1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PLSC v0.1.1 (PaddlePaddle/PLSC). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PLSC 0.1.1 Repository: PaddlePaddle/PLSC Tag: v0.1.1 Published: 2020-01-09T05:12:30Z Prerelease: no Release notes: * 新增功能 * 支持混合精度训练，单机8张V100 GPU配置下，训练速度较单精度训练提升1.42倍 *.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PLSC v0.1.1","text":"Baidu (ERNIE) released PaddlePaddle/PLSC v0.1.1."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PLSC v0.1.1 is classified as release signal."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PLSC v0.1.1 belongs to releases desk."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has context","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v0.1.1 has context PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v0.1.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC v0.1.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ab4ac463-71ac-4266-ac31-a5de9ac7218f","url":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f","json_url":"https://onlylabs.fyi/signals/ab4ac463-71ac-4266-ac31-a5de9ac7218f/signal.json","source_url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v0.1.1","title":"PaddlePaddle/PLSC v0.1.1","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PLSC","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-01-09T05:12:30+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/PLSC/releases/tag/v0.1.1"]},"facets":{"repo":"PaddlePaddle/PLSC"},"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/PLSC/releases/tag/v0.1.1","final_url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v0.1.1","title":"PaddlePaddle/PLSC 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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"}]}