{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/VisualDL v3.0.0-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/555b0cc2-9415-48d6-a4ee-73fc89efd62c","json_url":"https://onlylabs.fyi/signals/555b0cc2-9415-48d6-a4ee-73fc89efd62c/signal.json","generated_at":"2026-06-11T03:45:08.125746+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/555b0cc2-9415-48d6-a4ee-73fc89efd62c","signal_json":"https://onlylabs.fyi/signals/555b0cc2-9415-48d6-a4ee-73fc89efd62c/signal.json","source":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v3.0.0-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/VisualDL v3.0.0-beta (PaddlePaddle/VisualDL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Major beta release of visualization tool · v3.0.0-beta Repository: PaddlePaddle/VisualDL Tag: v3.0.0-beta Published: 2024-10-30T02:46:42Z Prerelease: no Release notes: What's Changed * Repair navigation bar by.... 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/VisualDL/releases/tag/v3.0.0-beta","source_host":"github.com","occurred_at":"2024-10-30T02:46:42+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/VisualDL"},"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/VisualDL","source":"source"},{"label":"Release","value":"v3.0.0-beta","source":"source"},{"label":"Notability","value":"Major beta release of visualization tool","source":"signal"}],"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/VisualDL/releases/tag/v3.0.0-beta"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:08.125746+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/555b0cc2-9415-48d6-a4ee-73fc89efd62c/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/555b0cc2-9415-48d6-a4ee-73fc89efd62c/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v3.0.0-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/VisualDL v3.0.0-beta\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/VisualDL v3.0.0-beta","text":"Baidu (ERNIE) released PaddlePaddle/VisualDL v3.0.0-beta."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/VisualDL v3.0.0-beta is classified as release signal."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/VisualDL v3.0.0-beta belongs to releases desk."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has context","object":"PaddlePaddle/VisualDL","text":"PaddlePaddle/VisualDL v3.0.0-beta has context PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VisualDL v3.0.0-beta has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has captured page count","object":"1","text":"PaddlePaddle/VisualDL v3.0.0-beta has captured page count 1."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has readable page count","object":"1","text":"PaddlePaddle/VisualDL v3.0.0-beta has readable page count 1."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has related signal count","object":"6","text":"PaddlePaddle/VisualDL v3.0.0-beta has related signal count 6."},{"subject":"PaddlePaddle/VisualDL v3.0.0-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/VisualDL v3.0.0-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/VisualDL v3.0.0-beta","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VisualDL v3.0.0-beta has source host github.com."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/VisualDL v3.0.0-beta has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/VisualDL v3.0.0-beta has signal desk releases."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VisualDL v3.0.0-beta has source host github.com."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has repository","object":"PaddlePaddle/VisualDL","text":"PaddlePaddle/VisualDL v3.0.0-beta has repository PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has release","object":"v3.0.0-beta","text":"PaddlePaddle/VisualDL v3.0.0-beta has release v3.0.0-beta."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has notability","object":"Major beta release of visualization tool","text":"PaddlePaddle/VisualDL v3.0.0-beta has notability Major beta release of visualization tool."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/VisualDL v3.0.0-beta (PaddlePaddle/VisualDL). This release signal is evidence of what shipped, changed, or was packaged for users. 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has context PaddlePaddle/VisualDL."},{"subject":"PaddlePaddle/VisualDL v3.0.0-beta","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VisualDL v3.0.0-beta has evidence coverage 1 captured evidence page."}]},"signal":{"id":"555b0cc2-9415-48d6-a4ee-73fc89efd62c","url":"https://onlylabs.fyi/signals/555b0cc2-9415-48d6-a4ee-73fc89efd62c","json_url":"https://onlylabs.fyi/signals/555b0cc2-9415-48d6-a4ee-73fc89efd62c/signal.json","source_url":"https://github.com/PaddlePaddle/VisualDL/releases/tag/v3.0.0-beta","title":"PaddlePaddle/VisualDL v3.0.0-beta","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/VisualDL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu 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