{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Repo: UpstageAI/2022-lguplus-AI-Ground","description":"Upstage (Solar) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc","json_url":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc/signal.json","generated_at":"2026-06-11T03:18:05.917367+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc","signal_json":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc/signal.json","source":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Upstage (Solar) published UpstageAI/2022-lguplus-AI-Ground. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/2022-lguplus-AI-Ground · UpstageAI/2022-lguplus-AI-Ground License: MIT Stars: 49 Forks: 3 Open issues: 0 Created: 2022-10-06T02:10:59Z Pushed: 2022-10-17T07:45:29Z Default branch: main Fork: no.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","source_host":"github.com","occurred_at":"2022-10-06T02:10:59+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"UpstageAI/2022-lguplus-AI-Ground","source":"source"},{"label":"Stars","value":"49","source":"traction"}],"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/UpstageAI/2022-lguplus-AI-Ground"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:18:05.917367+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc/signal.json","dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"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?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc/signal.json","required":true},{"label":"source","url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 Upstage (Solar)'s repo signal \"UpstageAI/2022-lguplus-AI-Ground\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/2022-lguplus-AI-Ground","text":"Upstage (Solar) published repo UpstageAI/2022-lguplus-AI-Ground."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"is classified as","object":"repo signal","text":"UpstageAI/2022-lguplus-AI-Ground is classified as repo signal."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"belongs to","object":"repos desk","text":"UpstageAI/2022-lguplus-AI-Ground belongs to repos desk."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/2022-lguplus-AI-Ground has evidence coverage 1 captured evidence page."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has captured page count","object":"1","text":"UpstageAI/2022-lguplus-AI-Ground has captured page count 1."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has readable page count","object":"1","text":"UpstageAI/2022-lguplus-AI-Ground has readable page count 1."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has related signal count","object":"6","text":"UpstageAI/2022-lguplus-AI-Ground has related signal count 6."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","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":"UpstageAI/2022-lguplus-AI-Ground 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":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has source host","object":"github.com","text":"UpstageAI/2022-lguplus-AI-Ground has source host github.com."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has lab","object":"Upstage (Solar)","text":"UpstageAI/2022-lguplus-AI-Ground has lab Upstage (Solar)."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has signal desk","object":"repos","text":"UpstageAI/2022-lguplus-AI-Ground has signal desk repos."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has source host","object":"github.com","text":"UpstageAI/2022-lguplus-AI-Ground has source host github.com."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has repository","object":"UpstageAI/2022-lguplus-AI-Ground","text":"UpstageAI/2022-lguplus-AI-Ground has repository UpstageAI/2022-lguplus-AI-Ground."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has stars","object":"49","text":"UpstageAI/2022-lguplus-AI-Ground has stars 49."}]},"intelligence":{"signal_desk":"repos","answer":"Upstage (Solar) published UpstageAI/2022-lguplus-AI-Ground. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo UpstageAI/2022-lguplus-AI-Ground · UpstageAI/2022-lguplus-AI-Ground License: MIT Stars: 49 Forks: 3 Open issues: 0 Created: 2022-10-06T02:10:59Z Pushed: 2022-10-17T07:45:29Z Default branch: main Fork: no.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published repo","object":"UpstageAI/2022-lguplus-AI-Ground","text":"Upstage (Solar) published repo UpstageAI/2022-lguplus-AI-Ground."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"is classified as","object":"repo signal","text":"UpstageAI/2022-lguplus-AI-Ground is classified as repo signal."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"belongs to","object":"repos desk","text":"UpstageAI/2022-lguplus-AI-Ground belongs to repos desk."},{"subject":"UpstageAI/2022-lguplus-AI-Ground","predicate":"has evidence coverage","object":"1 captured evidence page","text":"UpstageAI/2022-lguplus-AI-Ground has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5ccfefa8-ceb9-475c-a91b-48602e23e1dc","url":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc","json_url":"https://onlylabs.fyi/signals/5ccfefa8-ceb9-475c-a91b-48602e23e1dc/signal.json","source_url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","title":"UpstageAI/2022-lguplus-AI-Ground","summary":"Upstage (Solar) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2022-10-06T02:10:59+00:00","first_seen_at":"2026-06-05T22:32:23.278679+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/UpstageAI/2022-lguplus-AI-Ground"]},"facets":{"repo":"UpstageAI/2022-lguplus-AI-Ground"},"traction":{"github_stars":49,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","final_url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","title":"UpstageAI/2022-lguplus-AI-Ground repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:05.917367+00:00","bytes":19587,"raw_path":"6e25398a47f5462979a9e9a1c7873e6e2c09360964cab2299882635300f61b02.json","content_hash":"654e76bcce8974f8515cecb79e22e562988c3a1d72f24127d47376a81350f422","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/2022-lguplus-AI-Ground License: MIT Stars: 49 Forks: 3 Open issues: 0 Created: 2022-10-06T02:10:59Z Pushed: 2022-10-17T07:45:29Z Default branch: main Fork: no Archived: no README:  2022 유플러스 AI Ground
유플러스 아이들나라 콘텐츠 추천 AI 모델 개발 🏆 Prize
> 총 상금 1,000만원
우수 참가팀은 LG 유플러스 지원시 서류 전형 및 코딩 테스트 전형 통과 혜택 💻 AI DATA & MODEL
> LG유플러스 아이들나라 콘텐츠 추천 데이터셋 및 베이스라인 코드 제공
📣 AI Ground 참가자를 위한 중요한 팁! 궁금하다면 지금 바로 이 영상을 시청해주세요!
[](https://www.youtube.com/watch?v=U96hUMFNW8A)
유플러스 AI Ground로 여러분을 초대합니다!
AI Ground는 일상을 즐겁게 바꿀 수 있는 새로운 가치, 창의적인 AI 모델을 발굴하고자
딥러닝, 머신러닝 개발에 관심있는 누구나 참여 할 수 있는 AI 경진대회 입니다.
2022 유플러스 AI Ground는, 캐릭터부터 교육용 콘텐츠까지 다양한 콘텐츠를 제공하는
**유아-아동 전용 미디어 서비스 ‘아이들나라’의 AI Task 및 실제 사용자 데이터**를 바탕으로,
**새로운 추천 아이디어 및 프로필별 맞춤형 콘텐츠 추천 AI 모델을 개발하는 AI 경진대회** 입니다.
AI 모델링이 익숙치 않은 분도, 쉽게 참여하실 수 있도록 **AI 경진대회 플랫폼인 ‘AI Stages’ 및 ‘베이스라인 코드’** 를..."},"evidence_pages":[{"url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","final_url":"https://github.com/UpstageAI/2022-lguplus-AI-Ground","title":"UpstageAI/2022-lguplus-AI-Ground repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:18:05.917367+00:00","bytes":19587,"raw_path":"6e25398a47f5462979a9e9a1c7873e6e2c09360964cab2299882635300f61b02.json","content_hash":"654e76bcce8974f8515cecb79e22e562988c3a1d72f24127d47376a81350f422","excerpt_chars":1200,"truncated":true,"excerpt":"UpstageAI/2022-lguplus-AI-Ground License: MIT Stars: 49 Forks: 3 Open issues: 0 Created: 2022-10-06T02:10:59Z Pushed: 2022-10-17T07:45:29Z Default branch: main Fork: no Archived: no README:  2022 유플러스 AI Ground
유플러스 아이들나라 콘텐츠 추천 AI 모델 개발 🏆 Prize
> 총 상금 1,000만원
우수 참가팀은 LG 유플러스 지원시 서류 전형 및 코딩 테스트 전형 통과 혜택 💻 AI DATA & MODEL
> LG유플러스 아이들나라 콘텐츠 추천 데이터셋 및 베이스라인 코드 제공
📣 AI Ground 참가자를 위한 중요한 팁! 궁금하다면 지금 바로 이 영상을 시청해주세요!
[](https://www.youtube.com/watch?v=U96hUMFNW8A)
유플러스 AI Ground로 여러분을 초대합니다!
AI Ground는 일상을 즐겁게 바꿀 수 있는 새로운 가치, 창의적인 AI 모델을 발굴하고자
딥러닝, 머신러닝 개발에 관심있는 누구나 참여 할 수 있는 AI 경진대회 입니다.
2022 유플러스 AI Ground는, 캐릭터부터 교육용 콘텐츠까지 다양한 콘텐츠를 제공하는
**유아-아동 전용 미디어 서비스 ‘아이들나라’의 AI Task 및 실제 사용자 데이터**를 바탕으로,
**새로운 추천 아이디어 및 프로필별 맞춤형 콘텐츠 추천 AI 모델을 개발하는 AI 경진대회** 입니다.
AI 모델링이 익숙치 않은 분도, 쉽게 참여하실 수 있도록 **AI 경진대회 플랫폼인 ‘AI Stages’ 및 ‘베이스라인 코드’** 를..."}],"related_signals":[{"id":"edc79978-c686-4eb1-9ed4-90838928c967","url":"https://onlylabs.fyi/signals/edc79978-c686-4eb1-9ed4-90838928c967","source_url":"https://github.com/UpstageAI/upstage-ambassador-2nd-final-project","title":"UpstageAI/upstage-ambassador-2nd-final-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-27T04:05:19+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"b8e15867-82c2-490e-ad65-8d89cd761384","url":"https://onlylabs.fyi/signals/b8e15867-82c2-490e-ad65-8d89cd761384","source_url":"https://github.com/UpstageAI/seoul-sw-maestro-project","title":"UpstageAI/seoul-sw-maestro-project","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:39+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"0dc521e0-898a-4466-ba69-f59fb98616f7","url":"https://onlylabs.fyi/signals/0dc521e0-898a-4466-ba69-f59fb98616f7","source_url":"https://github.com/UpstageAI/busan-sw-maestro-project","title":"UpstageAI/busan-sw-maestro-project","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-21T01:10:34+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"a0b1ee78-a24b-402f-a9d7-4707bac72871","url":"https://onlylabs.fyi/signals/a0b1ee78-a24b-402f-a9d7-4707bac72871","source_url":"https://github.com/UpstageAI/edu-usecase-hackathon","title":"UpstageAI/edu-usecase-hackathon","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-05-16T04:23:18+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"becf30e8-6640-4619-bf99-abfee14e2952","url":"https://onlylabs.fyi/signals/becf30e8-6640-4619-bf99-abfee14e2952","source_url":"https://github.com/UpstageAI/upstage-extensions-hub","title":"UpstageAI/upstage-extensions-hub","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-20T04:21:54+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"},{"id":"c05b141b-94ce-43d5-bf49-dd6edf776053","url":"https://onlylabs.fyi/signals/c05b141b-94ce-43d5-bf49-dd6edf776053","source_url":"https://github.com/UpstageAI/security-audit","title":"UpstageAI/security-audit","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-01T03:36:08+00:00","first_seen_at":"2026-06-05T22:32:23.278679+00:00","date_source":"source"}]}