{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/PaddleDTX","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2","json_url":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2/signal.json","generated_at":"2026-06-11T03:57:50.222744+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/335b7bcd-b280-49dc-a1b7-4406423013e2","signal_json":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2/signal.json","source":"https://github.com/PaddlePaddle/PaddleDTX","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":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleDTX (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleDTX · language Go. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Safety and policy in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleDTX","source_host":"github.com","occurred_at":"2021-11-12T06:13:12+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Go"},"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/PaddleDTX","source":"source"},{"label":"Language","value":"Go","source":"source"},{"label":"Stars","value":"88","source":"traction"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"trust","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/PaddleDTX"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:50.222744+00:00"},"data_business":{"matches":true,"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["trust"],"score":14,"reason":"Baidu (ERNIE) has a repo signal matching safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2/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: Safety and policy?","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/335b7bcd-b280-49dc-a1b7-4406423013e2/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleDTX","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/PaddleDTX\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleDTX","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleDTX."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleDTX is classified as repo signal."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleDTX belongs to repos desk."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has context","object":"Go","text":"PaddlePaddle/PaddleDTX has context Go."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleDTX has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"matches data-business lanes","object":"Safety and policy","text":"PaddlePaddle/PaddleDTX matches data-business lanes Safety and policy."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleDTX has captured page count 1."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleDTX has readable page count 1."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleDTX has related signal count 6."},{"subject":"PaddlePaddle/PaddleDTX","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/PaddleDTX 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/PaddleDTX","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleDTX has source host github.com."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleDTX has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/PaddleDTX has signal desk repos."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleDTX has source host github.com."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has repository","object":"PaddlePaddle/PaddleDTX","text":"PaddlePaddle/PaddleDTX has repository PaddlePaddle/PaddleDTX."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has language","object":"Go","text":"PaddlePaddle/PaddleDTX has language Go."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has stars","object":"88","text":"PaddlePaddle/PaddleDTX has stars 88."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has radar lane","object":"Safety and policy","text":"PaddlePaddle/PaddleDTX has radar lane Safety and policy."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has matched term","object":"trust","text":"PaddlePaddle/PaddleDTX has matched term trust."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleDTX (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/PaddleDTX · language Go. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Safety and policy in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/PaddleDTX","text":"Baidu (ERNIE) published repo PaddlePaddle/PaddleDTX."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/PaddleDTX is classified as repo signal."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/PaddleDTX belongs to repos desk."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has context","object":"Go","text":"PaddlePaddle/PaddleDTX has context Go."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleDTX has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleDTX","predicate":"matches data-business lanes","object":"Safety and policy","text":"PaddlePaddle/PaddleDTX matches data-business lanes Safety and policy."}]},"signal":{"id":"335b7bcd-b280-49dc-a1b7-4406423013e2","url":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2","json_url":"https://onlylabs.fyi/signals/335b7bcd-b280-49dc-a1b7-4406423013e2/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleDTX","title":"PaddlePaddle/PaddleDTX","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2021-11-12T06:13:12+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/PaddleDTX"]},"facets":{"repo":"PaddlePaddle/PaddleDTX","language":"Go"},"traction":{"github_stars":88,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":14,"matched_terms":["trust"],"reason":"Baidu (ERNIE) has a repo signal matching safety and policy."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleDTX","final_url":"https://github.com/PaddlePaddle/PaddleDTX","title":"PaddlePaddle/PaddleDTX repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:50.222744+00:00","bytes":15645,"raw_path":"83b4ecb93adc3aa3b771af227214671f3681cbc24683f49e21f500a009062222.json","content_hash":"57c1943ecd6abded47fd87cd787092a9946d119e18e859d0044e2e238d9dfc5e","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleDTX Description: Paddle with Decentralized Trust based on Xuperchain Language: Go License: Apache-2.0 Stars: 88 Forks: 38 Open issues: 1 Created: 2021-11-12T06:13:12Z Pushed: 2024-08-22T07:26:10Z Default branch: master Fork: no Archived: no README: [DOC](https://paddledtx.readthedocs.io/zh_CN/latest) | [中文](./README_CN.md) | English [![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE) PaddleDTX PaddleDTX is a solution that focused on **distributed machine learning** technology based on **decentralized storage**. It solves the difficulties when massive private data needs to be securely stored and exchanged, also helps different parties break through isolated data islands to maximize the value of their data. Overview of PaddleDTX The computing layer of PaddleDTX is a network that composed of nodes of three kinds: **Requester**, **Executor** and **DataOwner**. The training samples and prediction dataset are stored in a decentralized storage network composed of DataOwner and **Storage** nodes. This decentralized storage network and the computing layer are supported by a underlying blockchain network. Secure Multi-party Computation Network..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleDTX","final_url":"https://github.com/PaddlePaddle/PaddleDTX","title":"PaddlePaddle/PaddleDTX repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:50.222744+00:00","bytes":15645,"raw_path":"83b4ecb93adc3aa3b771af227214671f3681cbc24683f49e21f500a009062222.json","content_hash":"57c1943ecd6abded47fd87cd787092a9946d119e18e859d0044e2e238d9dfc5e","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/PaddleDTX Description: Paddle with Decentralized Trust based on Xuperchain Language: Go License: Apache-2.0 Stars: 88 Forks: 38 Open issues: 1 Created: 2021-11-12T06:13:12Z Pushed: 2024-08-22T07:26:10Z Default branch: master Fork: no Archived: no README: [DOC](https://paddledtx.readthedocs.io/zh_CN/latest) | [中文](./README_CN.md) | English [![License](https://img.shields.io/badge/license-Apache%202-blue.svg)](LICENSE) PaddleDTX PaddleDTX is a solution that focused on **distributed machine learning** technology based on **decentralized storage**. It solves the difficulties when massive private data needs to be securely stored and exchanged, also helps different parties break through isolated data islands to maximize the value of their data. Overview of PaddleDTX The computing layer of PaddleDTX is a network that composed of nodes of three kinds: **Requester**, **Executor** and **DataOwner**. The training samples and prediction dataset are stored in a decentralized storage network composed of DataOwner and **Storage** nodes. This decentralized storage network and the computing layer are supported by a underlying blockchain network. Secure Multi-party Computation Network..."}],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}