{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Paddle-Lite-Demo v2.9","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e","json_url":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e/signal.json","generated_at":"2026-06-11T03:45:52.888017+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/a592f197-c2c6-495a-adbd-7efce179d15e","signal_json":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e/signal.json","source":"https://github.com/PaddlePaddle/Paddle-Lite-Demo/releases/tag/v2.9","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/Paddle-Lite-Demo v2.9 (PaddlePaddle/Paddle-Lite-Demo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.9 Repository: PaddlePaddle/Paddle-Lite-Demo Tag: v2.9 Published: 2021-05-19T11:54:36Z Prerelease: yes Release notes: 兼容 Paddle Lite v2.9. 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/Paddle-Lite-Demo/releases/tag/v2.9","source_host":"github.com","occurred_at":"2021-05-19T11:54:36+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/Paddle-Lite-Demo"},"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/Paddle-Lite-Demo","source":"source"},{"label":"Release","value":"v2.9","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/Paddle-Lite-Demo/releases/tag/v2.9"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:52.888017+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e/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/a592f197-c2c6-495a-adbd-7efce179d15e/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Paddle-Lite-Demo/releases/tag/v2.9","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/Paddle-Lite-Demo v2.9\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle-Lite-Demo v2.9","text":"Baidu (ERNIE) released PaddlePaddle/Paddle-Lite-Demo v2.9."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 is classified as release signal."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 belongs to releases desk."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has context","object":"PaddlePaddle/Paddle-Lite-Demo","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has context PaddlePaddle/Paddle-Lite-Demo."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has captured page count 1."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has readable page count 1."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has related signal count 6."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","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/Paddle-Lite-Demo v2.9 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has source host github.com."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has signal desk releases."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has source host github.com."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has repository","object":"PaddlePaddle/Paddle-Lite-Demo","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has repository PaddlePaddle/Paddle-Lite-Demo."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has release","object":"v2.9","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has release v2.9."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Paddle-Lite-Demo v2.9 (PaddlePaddle/Paddle-Lite-Demo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.9 Repository: PaddlePaddle/Paddle-Lite-Demo Tag: v2.9 Published: 2021-05-19T11:54:36Z Prerelease: yes Release notes: 兼容 Paddle Lite v2.9. onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle-Lite-Demo v2.9","text":"Baidu (ERNIE) released PaddlePaddle/Paddle-Lite-Demo v2.9."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 is classified as release signal."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 belongs to releases desk."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has context","object":"PaddlePaddle/Paddle-Lite-Demo","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has context PaddlePaddle/Paddle-Lite-Demo."},{"subject":"PaddlePaddle/Paddle-Lite-Demo v2.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle-Lite-Demo v2.9 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a592f197-c2c6-495a-adbd-7efce179d15e","url":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e","json_url":"https://onlylabs.fyi/signals/a592f197-c2c6-495a-adbd-7efce179d15e/signal.json","source_url":"https://github.com/PaddlePaddle/Paddle-Lite-Demo/releases/tag/v2.9","title":"PaddlePaddle/Paddle-Lite-Demo v2.9","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/Paddle-Lite-Demo","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu 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