{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/VHA","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b","json_url":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b/signal.json","generated_at":"2026-10-24T20:19:59.092Z","evidence_latest_fetched_at":"2026-10-14T07:03:48.082846+00:00","signal_first_seen_at":"2026-10-14T07:00:49.918053+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/3494a924-1c2a-4f14-b642-5cfae8da678b","signal_json":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b/signal.json","source":"https://github.com/PaddlePaddle/VHA","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/VHA (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/VHA · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/VHA","source_host":"github.com","occurred_at":"2026-10-14T05:52:32+00:00","first_seen_at":"2026-10-14T07:00:49.918053+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/VHA","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"11","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch 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infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Infrastructure?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/VHA","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":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 repo signal \"PaddlePaddle/VHA\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/VHA","text":"Baidu (ERNIE) published repo PaddlePaddle/VHA."},{"subject":"PaddlePaddle/VHA","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/VHA is classified as repo signal."},{"subject":"PaddlePaddle/VHA","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/VHA belongs to repos desk."},{"subject":"PaddlePaddle/VHA","predicate":"has context","object":"Python","text":"PaddlePaddle/VHA has context Python."},{"subject":"PaddlePaddle/VHA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VHA has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/VHA","predicate":"matches data-business lanes","object":"Infrastructure","text":"PaddlePaddle/VHA matches data-business lanes Infrastructure."},{"subject":"PaddlePaddle/VHA","predicate":"has captured page count","object":"1","text":"PaddlePaddle/VHA has captured page count 1."},{"subject":"PaddlePaddle/VHA","predicate":"has readable page count","object":"1","text":"PaddlePaddle/VHA has readable page count 1."},{"subject":"PaddlePaddle/VHA","predicate":"has related signal count","object":"6","text":"PaddlePaddle/VHA has related signal count 6."},{"subject":"PaddlePaddle/VHA","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/VHA has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/VHA","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VHA has source host github.com."},{"subject":"PaddlePaddle/VHA","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/VHA has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/VHA","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/VHA has signal desk repos."},{"subject":"PaddlePaddle/VHA","predicate":"has source host","object":"github.com","text":"PaddlePaddle/VHA has source host github.com."},{"subject":"PaddlePaddle/VHA","predicate":"has repository","object":"PaddlePaddle/VHA","text":"PaddlePaddle/VHA has repository PaddlePaddle/VHA."},{"subject":"PaddlePaddle/VHA","predicate":"has language","object":"Python","text":"PaddlePaddle/VHA has language Python."},{"subject":"PaddlePaddle/VHA","predicate":"has stars","object":"11","text":"PaddlePaddle/VHA has stars 11."},{"subject":"PaddlePaddle/VHA","predicate":"has radar lane","object":"Infrastructure","text":"PaddlePaddle/VHA has radar lane Infrastructure."},{"subject":"PaddlePaddle/VHA","predicate":"has matched term","object":"training","text":"PaddlePaddle/VHA has matched term training."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/VHA (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/VHA · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/VHA","text":"Baidu (ERNIE) published repo PaddlePaddle/VHA."},{"subject":"PaddlePaddle/VHA","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/VHA is classified as repo signal."},{"subject":"PaddlePaddle/VHA","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/VHA belongs to repos desk."},{"subject":"PaddlePaddle/VHA","predicate":"has context","object":"Python","text":"PaddlePaddle/VHA has context Python."},{"subject":"PaddlePaddle/VHA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/VHA has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/VHA","predicate":"matches data-business lanes","object":"Infrastructure","text":"PaddlePaddle/VHA matches data-business lanes Infrastructure."}]},"signal":{"id":"3494a924-1c2a-4f14-b642-5cfae8da678b","url":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b","json_url":"https://onlylabs.fyi/signals/3494a924-1c2a-4f14-b642-5cfae8da678b/signal.json","source_url":"https://github.com/PaddlePaddle/VHA","title":"PaddlePaddle/VHA","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu 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