{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/models v2.0.0-beta","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1","json_url":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1/signal.json","generated_at":"2026-06-11T03:39:00.668557+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/67355f3e-ea43-4bd9-8d54-061f1eef02c1","signal_json":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1/signal.json","source":"https://github.com/PaddlePaddle/models/releases/tag/v2.0.0-beta","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/models v2.0.0-beta (PaddlePaddle/models). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddlePaddle Models v2.0.0-beta Repository: PaddlePaddle/models Tag: v2.0.0-beta Published: 2020-12-19T06:29:55Z Prerelease: no Release notes: The release of.... 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/models/releases/tag/v2.0.0-beta","source_host":"github.com","occurred_at":"2020-12-19T06:29:55+00:00","first_seen_at":"2026-06-06T01:49:51.911496+00:00","date_source":"source","context":"PaddlePaddle/models"},"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/models","source":"source"},{"label":"Release","value":"PaddlePaddle Models v2.0.0-beta","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/models/releases/tag/v2.0.0-beta"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:39:00.668557+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1/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/67355f3e-ea43-4bd9-8d54-061f1eef02c1/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/models/releases/tag/v2.0.0-beta","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/models v2.0.0-beta\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/models v2.0.0-beta","text":"Baidu (ERNIE) released PaddlePaddle/models v2.0.0-beta."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/models v2.0.0-beta is classified as release signal."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/models v2.0.0-beta belongs to releases desk."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has context","object":"PaddlePaddle/models","text":"PaddlePaddle/models v2.0.0-beta has context PaddlePaddle/models."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/models v2.0.0-beta has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has captured page count","object":"1","text":"PaddlePaddle/models v2.0.0-beta has captured page count 1."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has readable page count","object":"1","text":"PaddlePaddle/models v2.0.0-beta has readable page count 1."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has related signal count","object":"6","text":"PaddlePaddle/models v2.0.0-beta has related signal count 6."},{"subject":"PaddlePaddle/models v2.0.0-beta","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/models v2.0.0-beta has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has source host","object":"github.com","text":"PaddlePaddle/models v2.0.0-beta has source host github.com."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/models v2.0.0-beta has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/models v2.0.0-beta has signal desk releases."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has source host","object":"github.com","text":"PaddlePaddle/models v2.0.0-beta has source host github.com."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has repository","object":"PaddlePaddle/models","text":"PaddlePaddle/models v2.0.0-beta has repository PaddlePaddle/models."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has release","object":"PaddlePaddle Models v2.0.0-beta","text":"PaddlePaddle/models v2.0.0-beta has release PaddlePaddle Models 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddlePaddle Models v2.0.0-beta Repository: PaddlePaddle/models Tag: v2.0.0-beta Published: 2020-12-19T06:29:55Z Prerelease: no Release notes: The release of.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/models v2.0.0-beta","text":"Baidu (ERNIE) released PaddlePaddle/models v2.0.0-beta."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/models v2.0.0-beta is classified as release signal."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/models v2.0.0-beta belongs to releases desk."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has context","object":"PaddlePaddle/models","text":"PaddlePaddle/models v2.0.0-beta has context PaddlePaddle/models."},{"subject":"PaddlePaddle/models v2.0.0-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/models v2.0.0-beta has evidence coverage 1 captured evidence page."}]},"signal":{"id":"67355f3e-ea43-4bd9-8d54-061f1eef02c1","url":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1","json_url":"https://onlylabs.fyi/signals/67355f3e-ea43-4bd9-8d54-061f1eef02c1/signal.json","source_url":"https://github.com/PaddlePaddle/models/releases/tag/v2.0.0-beta","title":"PaddlePaddle/models v2.0.0-beta","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/models","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu 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