{"schema_version":"onlylabs.public_signal.v1","title":"LG AI Research (EXAONE) Repo: LG-AI-EXAONE/EXAONE-Deep","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/45440192-12f3-45e9-9320-903fe27dc6a8","json_url":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8/signal.json","generated_at":"2026-06-11T03:22:46.952321+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/45440192-12f3-45e9-9320-903fe27dc6a8","signal_json":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8/signal.json","source":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","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-Deep. 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-Deep · New deep model repo from LG AI, moderate traction.. 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-Deep","source_host":"github.com","occurred_at":"2025-03-12T06:45:27+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-Deep","source":"source"},{"label":"Stars","value":"401","source":"traction"},{"label":"Notability","value":"New deep model repo from LG AI, moderate traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"}],"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-Deep"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:22:46.952321+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8/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/45440192-12f3-45e9-9320-903fe27dc6a8/signal.json","required":true},{"label":"source","url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","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-Deep\" for neolab strategy."},"semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"published repo","object":"LG-AI-EXAONE/EXAONE-Deep","text":"LG AI Research (EXAONE) published repo LG-AI-EXAONE/EXAONE-Deep."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"is classified as","object":"repo signal","text":"LG-AI-EXAONE/EXAONE-Deep is classified as repo signal."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"belongs to","object":"repos desk","text":"LG-AI-EXAONE/EXAONE-Deep belongs to repos desk."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LG-AI-EXAONE/EXAONE-Deep has evidence coverage 1 captured evidence page."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has captured page count","object":"1","text":"LG-AI-EXAONE/EXAONE-Deep has captured page count 1."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has readable page count","object":"1","text":"LG-AI-EXAONE/EXAONE-Deep has readable page count 1."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has related signal count","object":"6","text":"LG-AI-EXAONE/EXAONE-Deep has related signal count 6."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","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-Deep 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-Deep","predicate":"has source host","object":"github.com","text":"LG-AI-EXAONE/EXAONE-Deep has source host github.com."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has lab","object":"LG AI Research (EXAONE)","text":"LG-AI-EXAONE/EXAONE-Deep has lab LG AI Research (EXAONE)."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has signal desk","object":"repos","text":"LG-AI-EXAONE/EXAONE-Deep has signal desk repos."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has source host","object":"github.com","text":"LG-AI-EXAONE/EXAONE-Deep has source host github.com."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has repository","object":"LG-AI-EXAONE/EXAONE-Deep","text":"LG-AI-EXAONE/EXAONE-Deep has repository LG-AI-EXAONE/EXAONE-Deep."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has stars","object":"401","text":"LG-AI-EXAONE/EXAONE-Deep has stars 401."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has notability","object":"New deep model repo from LG AI, moderate traction.","text":"LG-AI-EXAONE/EXAONE-Deep has notability New deep model repo from LG AI, moderate traction.."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has watch term","object":"Eval methodology","text":"LG-AI-EXAONE/EXAONE-Deep has watch term Eval methodology."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has watch term","object":"Model card","text":"LG-AI-EXAONE/EXAONE-Deep has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"LG AI Research (EXAONE) published LG-AI-EXAONE/EXAONE-Deep. 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-Deep · New deep model repo from LG AI, moderate traction.. 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-Deep","text":"LG AI Research (EXAONE) published repo LG-AI-EXAONE/EXAONE-Deep."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"is classified as","object":"repo signal","text":"LG-AI-EXAONE/EXAONE-Deep is classified as repo signal."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"belongs to","object":"repos desk","text":"LG-AI-EXAONE/EXAONE-Deep belongs to repos desk."},{"subject":"LG-AI-EXAONE/EXAONE-Deep","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LG-AI-EXAONE/EXAONE-Deep has evidence coverage 1 captured evidence page."}]},"signal":{"id":"45440192-12f3-45e9-9320-903fe27dc6a8","url":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8","json_url":"https://onlylabs.fyi/signals/45440192-12f3-45e9-9320-903fe27dc6a8/signal.json","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","title":"LG-AI-EXAONE/EXAONE-Deep","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":"2025-03-12T06:45:27+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-Deep"]},"facets":{"repo":"LG-AI-EXAONE/EXAONE-Deep"},"traction":{"github_stars":401,"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-Deep","final_url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","title":"LG-AI-EXAONE/EXAONE-Deep repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:46.952321+00:00","bytes":27857,"raw_path":"31ab0ae96aba9a55f4edfc102343dc415062facf6d14236600b75d8dc6e86adc.json","content_hash":"0223a7e576024c34054c86b309dfc4516411b0bb12eddade491adabd431970de","excerpt_chars":1200,"truncated":true,"excerpt":"LG-AI-EXAONE/EXAONE-Deep Description: Official repository for EXAONE Deep built by LG AI Research License: NOASSERTION Stars: 401 Forks: 27 Open issues: 6 Created: 2025-03-12T06:45:27Z Pushed: 2025-06-02T00:22:33Z Default branch: main Fork: no Archived: no README: EXAONE Deep <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/collections/LGAI-EXAONE/exaone-deep-67d119918816ec6efa79a4aa\">Hugging Face</a> &nbsp | &nbsp 📝 <a href=\"https://www.lgresearch.ai/news/view?seq=543\"> Blog</a> &nbsp | &nbsp 📑 <a href=\"https://arxiv.org/abs/2503.12524\"> Documentation </a> <br> <br> Introduction We introduce EXAONE Deep, which exhibits superior capabilities in various reasoning tasks including math and coding benchmarks, ranging from 2.4B to 32B parameters developed and released by LG AI Research. Evaluation results show that 1) EXAONE Deep 2.4B outperforms other models of comparable size, 2) EXAONE Deep 7.8B outperforms not only open-weight models of comparable scale but also a proprietary reasoning model OpenAI o1-mini, and 3) EXAONE Deep 32B demonstrates competitive performance..."},"evidence_pages":[{"url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","final_url":"https://github.com/LG-AI-EXAONE/EXAONE-Deep","title":"LG-AI-EXAONE/EXAONE-Deep repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:22:46.952321+00:00","bytes":27857,"raw_path":"31ab0ae96aba9a55f4edfc102343dc415062facf6d14236600b75d8dc6e86adc.json","content_hash":"0223a7e576024c34054c86b309dfc4516411b0bb12eddade491adabd431970de","excerpt_chars":1200,"truncated":true,"excerpt":"LG-AI-EXAONE/EXAONE-Deep Description: Official repository for EXAONE Deep built by LG AI Research License: NOASSERTION Stars: 401 Forks: 27 Open issues: 6 Created: 2025-03-12T06:45:27Z Pushed: 2025-06-02T00:22:33Z Default branch: main Fork: no Archived: no README: EXAONE Deep <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/collections/LGAI-EXAONE/exaone-deep-67d119918816ec6efa79a4aa\">Hugging Face</a> &nbsp | &nbsp 📝 <a href=\"https://www.lgresearch.ai/news/view?seq=543\"> Blog</a> &nbsp | &nbsp 📑 <a href=\"https://arxiv.org/abs/2503.12524\"> Documentation </a> <br> <br> Introduction We introduce EXAONE Deep, which exhibits superior capabilities in various reasoning tasks including math and coding benchmarks, ranging from 2.4B to 32B parameters developed and released by LG AI Research. Evaluation results show that 1) EXAONE Deep 2.4B outperforms other models of comparable size, 2) EXAONE Deep 7.8B outperforms not only open-weight models of comparable scale but also a proprietary reasoning model OpenAI o1-mini, and 3) EXAONE Deep 32B demonstrates competitive performance..."}],"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":"549de424-4b32-412b-b6fb-4f0a2dd61fc3","url":"https://onlylabs.fyi/signals/549de424-4b32-412b-b6fb-4f0a2dd61fc3","source_url":"https://github.com/LG-AI-EXAONE/EXAONE-3.5","title":"LG-AI-EXAONE/EXAONE-3.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2024-12-01T11:15:28+00:00","first_seen_at":"2026-06-05T20:58:47.270764+00:00","date_source":"source"}]}