{"schema_version":"onlylabs.public_signal.v1","title":"LG AI Research (EXAONE) Repo: LG-AI-EXAONE/EXAONE-3.0","description":"LG AI Research (EXAONE) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1","json_url":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1/signal.json","generated_at":"2026-06-11T03:22:48.250501+00:00","org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/lg-ai","dossier_json_url":"https://onlylabs.fyi/labs/lg-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1","signal_json":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1/signal.json","source":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","lab_dossier":"https://onlylabs.fyi/labs/lg-ai","lab_dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/lg-ai","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/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":"LG AI Research (EXAONE) published LG-AI-EXAONE/EXAONE-3.0. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo LG-AI-EXAONE/EXAONE-3.0 · New model release, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","source_host":"github.com","occurred_at":"2024-08-05T07:39:43+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"LG AI Research (EXAONE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"LG-AI-EXAONE/EXAONE-3.0","source":"source"},{"label":"Stars","value":"181","source":"traction"},{"label":"Notability","value":"New model release, moderate stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/LG-AI-EXAONE/EXAONE-3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:22:48.250501+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1/signal.json","dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/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/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1/signal.json","required":true},{"label":"source","url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/lg-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/lg-ai/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 LG AI Research (EXAONE)'s repo signal \"LG-AI-EXAONE/EXAONE-3.0\" for neolab strategy."},"semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"published repo","object":"LG-AI-EXAONE/EXAONE-3.0","text":"LG AI Research (EXAONE) published repo LG-AI-EXAONE/EXAONE-3.0."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"is classified as","object":"repo signal","text":"LG-AI-EXAONE/EXAONE-3.0 is classified as repo signal."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"belongs to","object":"repos desk","text":"LG-AI-EXAONE/EXAONE-3.0 belongs to repos desk."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LG-AI-EXAONE/EXAONE-3.0 has evidence coverage 1 captured evidence page."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has captured page count","object":"1","text":"LG-AI-EXAONE/EXAONE-3.0 has captured page count 1."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has readable page count","object":"1","text":"LG-AI-EXAONE/EXAONE-3.0 has readable page count 1."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has related signal count","object":"6","text":"LG-AI-EXAONE/EXAONE-3.0 has related signal count 6."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","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":"LG-AI-EXAONE/EXAONE-3.0 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":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has source host","object":"github.com","text":"LG-AI-EXAONE/EXAONE-3.0 has source host github.com."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has lab","object":"LG AI Research (EXAONE)","text":"LG-AI-EXAONE/EXAONE-3.0 has lab LG AI Research (EXAONE)."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has signal desk","object":"repos","text":"LG-AI-EXAONE/EXAONE-3.0 has signal desk repos."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has source host","object":"github.com","text":"LG-AI-EXAONE/EXAONE-3.0 has source host github.com."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has repository","object":"LG-AI-EXAONE/EXAONE-3.0","text":"LG-AI-EXAONE/EXAONE-3.0 has repository LG-AI-EXAONE/EXAONE-3.0."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has stars","object":"181","text":"LG-AI-EXAONE/EXAONE-3.0 has stars 181."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has notability","object":"New model release, moderate stars","text":"LG-AI-EXAONE/EXAONE-3.0 has notability New model release, moderate stars."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has watch term","object":"Eval methodology","text":"LG-AI-EXAONE/EXAONE-3.0 has watch term Eval methodology."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has watch term","object":"Data pipeline","text":"LG-AI-EXAONE/EXAONE-3.0 has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"LG AI Research (EXAONE) published LG-AI-EXAONE/EXAONE-3.0. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo LG-AI-EXAONE/EXAONE-3.0 · New model release, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"published repo","object":"LG-AI-EXAONE/EXAONE-3.0","text":"LG AI Research (EXAONE) published repo LG-AI-EXAONE/EXAONE-3.0."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"is classified as","object":"repo signal","text":"LG-AI-EXAONE/EXAONE-3.0 is classified as repo signal."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"belongs to","object":"repos desk","text":"LG-AI-EXAONE/EXAONE-3.0 belongs to repos desk."},{"subject":"LG-AI-EXAONE/EXAONE-3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LG-AI-EXAONE/EXAONE-3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4c867fbb-0245-4d7d-ad30-dcae2bee9cf1","url":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1","json_url":"https://onlylabs.fyi/signals/4c867fbb-0245-4d7d-ad30-dcae2bee9cf1/signal.json","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","title":"LG-AI-EXAONE/EXAONE-3.0","summary":"LG AI Research (EXAONE) 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":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2024-08-05T07:39:43+00:00","first_seen_at":"2026-06-05T20:58:47.270764+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/LG-AI-EXAONE/EXAONE-3.0"]},"facets":{"repo":"LG-AI-EXAONE/EXAONE-3.0"},"traction":{"github_stars":181,"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/LG-AI-EXAONE/EXAONE-3.0","final_url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","title":"LG-AI-EXAONE/EXAONE-3.0 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:48.250501+00:00","bytes":13014,"raw_path":"bf650a1101f72190aedc8476c3de30c27e5ef968b130ef95fbe004f9ea3d88b1.json","content_hash":"0a1fe4eedbe53a52a6396e39a5e003e275e009125ee63ce929bdccbfc40ae1b5","excerpt_chars":1200,"truncated":true,"excerpt":"LG-AI-EXAONE/EXAONE-3.0 Description: Official repository for EXAONE built by LG AI Research License: NOASSERTION Stars: 181 Forks: 14 Open issues: 2 Created: 2024-08-05T07:39:43Z Pushed: 2024-08-08T05:52:40Z Default branch: main Fork: no Archived: no README: EXAONE 3.0 <br> <p align=\"center\"> <img src=\"assets/EXAONE_Symbol+BI_3d.png\", width=\"400\", style=\"margin: 40 auto;\"> <br> <p align=\"center\"> 🤗 <a href=\"https://huggingface.co/LGAI-EXAONE\">HuggingFace</a> &nbsp | &nbsp 📝 <a href=\"https://www.lgresearch.ai/blog/view?seq=460\"> Blog</a> &nbsp | &nbsp 📑 <a href=\"https://arxiv.org/abs/2408.03541\"> Technical Report </a> <br> <br> Introduction We introduce EXAONE-3.0-7.8B-Instruct, a pre-trained and instruction-tuned bilingual (English and Korean) generative model with 7.8 billion parameters. The model was pre-trained with 8T curated tokens and post-trained with supervised fine-tuning and direct preference optimization. It demonstrates highly competitive benchmark performance against other state-of-the-art open models of similar size. <br> News - 2024.08.08: :wave: :wave: We have revised our [license](./LICENSE) for revitalizing the research ecosystem. :wave: :wave: - 2024.08.07:..."},"evidence_pages":[{"url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","final_url":"https://github.com/LG-AI-EXAONE/EXAONE-3.0","title":"LG-AI-EXAONE/EXAONE-3.0 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:48.250501+00:00","bytes":13014,"raw_path":"bf650a1101f72190aedc8476c3de30c27e5ef968b130ef95fbe004f9ea3d88b1.json","content_hash":"0a1fe4eedbe53a52a6396e39a5e003e275e009125ee63ce929bdccbfc40ae1b5","excerpt_chars":1200,"truncated":true,"excerpt":"LG-AI-EXAONE/EXAONE-3.0 Description: Official repository for EXAONE built by LG AI Research License: NOASSERTION Stars: 181 Forks: 14 Open issues: 2 Created: 2024-08-05T07:39:43Z Pushed: 2024-08-08T05:52:40Z Default branch: main Fork: no Archived: no README: EXAONE 3.0 <br> <p align=\"center\"> <img src=\"assets/EXAONE_Symbol+BI_3d.png\", width=\"400\", style=\"margin: 40 auto;\"> <br> <p align=\"center\"> 🤗 <a href=\"https://huggingface.co/LGAI-EXAONE\">HuggingFace</a> &nbsp | &nbsp 📝 <a href=\"https://www.lgresearch.ai/blog/view?seq=460\"> Blog</a> &nbsp | &nbsp 📑 <a href=\"https://arxiv.org/abs/2408.03541\"> Technical Report </a> <br> <br> Introduction We introduce EXAONE-3.0-7.8B-Instruct, a pre-trained and instruction-tuned bilingual (English and Korean) generative model with 7.8 billion parameters. The model was pre-trained with 8T curated tokens and post-trained with supervised fine-tuning and direct preference optimization. It demonstrates highly competitive benchmark performance against other state-of-the-art open models of similar size. <br> News - 2024.08.08: :wave: :wave: We have revised our [license](./LICENSE) for revitalizing the research ecosystem. :wave: :wave: - 2024.08.07:..."}],"related_signals":[{"id":"2bcfe7f9-4abc-4014-997b-0cf100c1bc11","url":"https://onlylabs.fyi/signals/2bcfe7f9-4abc-4014-997b-0cf100c1bc11","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-4.5","title":"LG-AI-EXAONE/EXAONE-4.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-04-08T03:32:38+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"},{"id":"35090525-a9ef-4e99-89e2-baa29c9f754f","url":"https://onlylabs.fyi/signals/35090525-a9ef-4e99-89e2-baa29c9f754f","source_url":"https://github.com/LG-AI-EXAONE/K-EXAONE","title":"LG-AI-EXAONE/K-EXAONE","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-12-25T09:06:03+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"},{"id":"54527bb4-57bf-4d90-adcf-732f87640c69","url":"https://onlylabs.fyi/signals/54527bb4-57bf-4d90-adcf-732f87640c69","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-Path-2.5","title":"LG-AI-EXAONE/EXAONE-Path-2.5","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-12-15T09:37:18+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"},{"id":"9a54d72d-e4a8-4080-885d-56f07a35f2ad","url":"https://onlylabs.fyi/signals/9a54d72d-e4a8-4080-885d-56f07a35f2ad","source_url":"https://github.com/LG-AI-EXAONE/KMMLU-Pro","title":"LG-AI-EXAONE/KMMLU-Pro","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-08-14T05:29:37+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"},{"id":"60949110-4244-4518-855e-f15f89c7cbe6","url":"https://onlylabs.fyi/signals/60949110-4244-4518-855e-f15f89c7cbe6","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-4.0","title":"LG-AI-EXAONE/EXAONE-4.0","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-07-07T06:45:57+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"},{"id":"45440192-12f3-45e9-9320-903fe27dc6a8","url":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","title":"LG-AI-EXAONE/EXAONE-Deep","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-03-12T06:45:27+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"}]}