{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PLSC v2.2.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a","json_url":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a/signal.json","generated_at":"2026-06-11T03:45:16.812473+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/0292b4fd-565b-4db4-a375-99873461167a","signal_json":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a/signal.json","source":"https://github.com/PaddlePaddle/PLSC/releases/tag/v2.2.0","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/PLSC v2.2.0 (PaddlePaddle/PLSC). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PLSC v2.2.0 Repository: PaddlePaddle/PLSC Tag: v2.2.0 Published: 2022-07-14T10:01:01Z Prerelease: no Release notes: 新增功能： * 支持动态图、静态图两种模式 * 支持 ArcFace、CosFace、SphereFace.... 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/v2.2.0","source_host":"github.com","occurred_at":"2022-07-14T10:01:01+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 v2.2.0","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/v2.2.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:16.812473+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a/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/0292b4fd-565b-4db4-a375-99873461167a/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v2.2.0","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/PLSC v2.2.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PLSC v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PLSC v2.2.0."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PLSC v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PLSC v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has context","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v2.2.0 has context PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC v2.2.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PLSC v2.2.0 has captured page count 1."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PLSC v2.2.0 has readable page count 1."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PLSC v2.2.0 has related signal count 6."},{"subject":"PaddlePaddle/PLSC v2.2.0","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/PLSC v2.2.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PLSC v2.2.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PLSC v2.2.0 has signal desk releases."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PLSC v2.2.0 has source host github.com."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has repository","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v2.2.0 has repository PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has release","object":"PLSC v2.2.0","text":"PaddlePaddle/PLSC v2.2.0 has release PLSC v2.2.0."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PLSC v2.2.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PLSC v2.2.0 (PaddlePaddle/PLSC). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PLSC v2.2.0 Repository: PaddlePaddle/PLSC Tag: v2.2.0 Published: 2022-07-14T10:01:01Z Prerelease: no Release notes: 新增功能： * 支持动态图、静态图两种模式 * 支持 ArcFace、CosFace、SphereFace.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PLSC v2.2.0","text":"Baidu (ERNIE) released PaddlePaddle/PLSC v2.2.0."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PLSC v2.2.0 is classified as release signal."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PLSC v2.2.0 belongs to releases desk."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has context","object":"PaddlePaddle/PLSC","text":"PaddlePaddle/PLSC v2.2.0 has context PaddlePaddle/PLSC."},{"subject":"PaddlePaddle/PLSC v2.2.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PLSC v2.2.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0292b4fd-565b-4db4-a375-99873461167a","url":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a","json_url":"https://onlylabs.fyi/signals/0292b4fd-565b-4db4-a375-99873461167a/signal.json","source_url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v2.2.0","title":"PaddlePaddle/PLSC v2.2.0","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":"2022-07-14T10:01:01+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/v2.2.0"]},"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/v2.2.0","final_url":"https://github.com/PaddlePaddle/PLSC/releases/tag/v2.2.0","title":"PaddlePaddle/PLSC 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