{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Writing: Ai Space Real Work Automation Guide","description":"Upstage (Solar) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606","json_url":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606/signal.json","generated_at":"2026-06-28T03:37:30.124Z","evidence_latest_fetched_at":"2026-06-27T00:01:37.772555+00:00","signal_first_seen_at":"2026-06-26T20:26:31.240928+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/a8f14d64-0a4c-4cbd-b314-a40b3eee8606","signal_json":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606/signal.json","source":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Upstage (Solar) published Ai Space Real Work Automation Guide. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Solutions Resources Company Pricing Try now Try demo Contact us en 비즈니스의 미래를 선도하는 인공지는 솔루션 비즈니스 고민을 해결할 생성형 AI 모델이 필요하신가요? 업스테이지의 AI전문가와 함께 시작하세요! AI Space Waitlist 등록하고.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","source_host":"upstage.ai","occurred_at":"2026-06-26T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"upstage.ai","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://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-27T00:01:37.772555+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606/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":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606/signal.json","required":true},{"label":"source","url":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","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":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","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 writing signal \"Ai Space Real Work Automation Guide\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published","object":"Ai Space Real Work Automation Guide","text":"Upstage (Solar) published Ai Space Real Work Automation Guide."},{"subject":"Ai Space Real Work Automation Guide","predicate":"is classified as","object":"writing signal","text":"Ai Space Real Work Automation Guide is classified as writing signal."},{"subject":"Ai Space Real Work Automation Guide","predicate":"belongs to","object":"talking desk","text":"Ai Space Real Work Automation Guide belongs to talking desk."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Ai Space Real Work Automation Guide has evidence coverage 1 captured evidence page."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has captured page count","object":"1","text":"Ai Space Real Work Automation Guide has captured page count 1."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has readable page count","object":"1","text":"Ai Space Real Work Automation Guide has readable page count 1."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has related signal count","object":"6","text":"Ai Space Real Work Automation Guide has related signal count 6."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Ai Space Real Work Automation Guide has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has source host","object":"upstage.ai","text":"Ai Space Real Work Automation Guide has source host upstage.ai."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has lab","object":"Upstage (Solar)","text":"Ai Space Real Work Automation Guide has lab Upstage (Solar)."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has signal desk","object":"talking","text":"Ai Space Real Work Automation Guide has signal desk talking."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has source host","object":"upstage.ai","text":"Ai Space Real Work Automation Guide has source host upstage.ai."}]},"intelligence":{"signal_desk":"talking","answer":"Upstage (Solar) published Ai Space Real Work Automation Guide. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Solutions Resources Company Pricing Try now Try demo Contact us en 비즈니스의 미래를 선도하는 인공지는 솔루션 비즈니스 고민을 해결할 생성형 AI 모델이 필요하신가요? 업스테이지의 AI전문가와 함께 시작하세요! AI Space Waitlist 등록하고.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published","object":"Ai Space Real Work Automation Guide","text":"Upstage (Solar) published Ai Space Real Work Automation Guide."},{"subject":"Ai Space Real Work Automation Guide","predicate":"is classified as","object":"writing signal","text":"Ai Space Real Work Automation Guide is classified as writing signal."},{"subject":"Ai Space Real Work Automation Guide","predicate":"belongs to","object":"talking desk","text":"Ai Space Real Work Automation Guide belongs to talking desk."},{"subject":"Ai Space Real Work Automation Guide","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Ai Space Real Work Automation Guide has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a8f14d64-0a4c-4cbd-b314-a40b3eee8606","url":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606","json_url":"https://onlylabs.fyi/signals/a8f14d64-0a4c-4cbd-b314-a40b3eee8606/signal.json","source_url":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","title":"Ai Space Real Work Automation Guide","summary":"Upstage (Solar) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-06-26T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date","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://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","final_url":"https://www.upstage.ai/blog/ko/ai-space-real-work-automation-guide","title":"Ai Space Real Work Automation Guide","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-27T00:01:37.772555+00:00","bytes":92377,"raw_path":"76eba65da337afed5f6af54f24a5175de563134ee41636c5780548998456f7b0.html","content_hash":"31cb7fa22b4315bbcc653ebf0ad3bf0595a19e5182c3770eb59c8d74e24210e8","excerpt_chars":1200,"truncated":true,"excerpt":"Solutions Resources Company Pricing Try now Try demo Contact us en 비즈니스의 미래를 선도하는 인공지는 솔루션 비즈니스 고민을 해결할 생성형 AI 모델이 필요하신가요? 업스테이지의 AI전문가와 함께 시작하세요! AI Space Waitlist 등록하고 바로 사용해보기 제품 문의하기 제품 문의하기 제품 문의하기 ✕ 51페이지짜리 Solar Pro 2 프롬프트 가이드 PDF 파일이 내 업무 툴로 바뀌는 순간 이번 글에서는 AI Space의 문서 기반 질문 기능을 활용해 , Solar Pro 2 핸드북을 진료기록 자동화라는 업무에 적용해본 사례 를 소개합니다. 진료기록 요약, 왜 어려울까요? 의료 현장의 진료기록은 대부분 비정형 형식 + 긴 문장 + 전문 용어로 구성돼 있어 요약도 어렵고 자동화는 더더욱 까다롭습니다. 이럴 때 필요한 건 단순한 요약기가 아니라, 프롬프트 설계, 파라미터 조정, 결과 검증까지 도와줄 고성능 언어모델입니다. 저는 이번에 Solar Pro 2 프롬프트 가이드를 보고 이를 실현해보았습니다. Step 1: Solar Pro 2 핸드북 PDF를 AI Space에 업로드하기 AI Space 접속 → ‘Document Chat’ 탭 선택 AI Space Waitlist 등록하고 바로 사용해보기 Solar Pro 2 Prompting Handbook.pdf 파일 업로드 (무료 다운로드 👉 바로가기 ) 문서를 업로드한 후에는 자연어로 질문하면 바로 답변이 생성됩니다. 예시 질문: “진료기록 요약할 때 적절한 파라미터 세팅은?” “진료기록 자동화 프롬프트 추천해줘” 📌 TIP : 질문에 \"진료기록 자동화\" , \"의료 요약\" 같은 업무 키워드 를 포함해 보세요. → AI가 질문의 의도에 맞춰 더 정교한 전략을 추천해줍니다. Step 2: 질문만으로 실전 전략 받기 아래는 실제로 AI Space에 핸드북을 업로드하고 “진료기록 자동화 프롬프트 추천해줘”라고 질문한 결과입니다: AI Space에 문서를 올리고 “진료기록 자동화 프롬프트 추천해줘”라고 질문해보았습니다. 그 결과: 프롬프트 예시(역할, 태스크, 출력 등) 제공 진료기록 자동화에 적합한 전략 제시 핸드북 전체를 읽지 않아도, 필요한 맥락에 맞게 실전에서 바로 쓸 수 있는 구성으로 재가공해주는 점 이 특히 인상적이었습니다. Step 3: 고도화된 팁 요청해보기 기본 전략을 확인한 뒤, 아래와..."},"evidence_pages":[],"related_signals":[{"id":"05849282-9e27-4730-b487-a9bb9b1e7f2b","url":"https://onlylabs.fyi/signals/05849282-9e27-4730-b487-a9bb9b1e7f2b","source_url":"https://www.upstage.ai/blog/en/experience-stronger-korean-fluency-in-the-new-solar-llms","title":"Experience Stronger Korean Fluency In The New Solar Llms","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-01-26T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"579ee9b6-6b5d-4e7b-94a5-cd037cadc275","url":"https://onlylabs.fyi/signals/579ee9b6-6b5d-4e7b-94a5-cd037cadc275","source_url":"https://www.upstage.ai/news/upstage-fusic-partnership","title":"Upstage Fusic Partnership","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-04-03T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"be1e56a4-7f59-48c3-a31f-50c4bbd4903e","url":"https://onlylabs.fyi/signals/be1e56a4-7f59-48c3-a31f-50c4bbd4903e","source_url":"https://www.upstage.ai/news/upstage-intel","title":"Upstage Intel","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2024-06-07T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"38801d84-8968-42b2-be55-6213be6432f0","url":"https://onlylabs.fyi/signals/38801d84-8968-42b2-be55-6213be6432f0","source_url":"https://www.upstage.ai/blog/ko/ai-tools-for-business-work-productivity","title":"Ai Tools For Business Work Productivity","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"missing"},{"id":"75e1a6f8-f46e-4679-8110-e2585a78f457","url":"https://onlylabs.fyi/signals/75e1a6f8-f46e-4679-8110-e2585a78f457","source_url":"https://www.upstage.ai/blog/en/meet-upstage-gtc-2024","title":"Meet Upstage Gtc 2024","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"missing"},{"id":"5290dab0-d4b7-42eb-89a2-fc178d3d9223","url":"https://onlylabs.fyi/signals/5290dab0-d4b7-42eb-89a2-fc178d3d9223","source_url":"https://www.upstage.ai/blog/en/ocr-api-free-trial-event","title":"Ocr Api Free Trial Event","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"missing"}]}