{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/HY-SOAR","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e","json_url":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e/signal.json","generated_at":"2026-06-11T02:51:39.910136+00:00","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","dossier_json_url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e","signal_json":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e/signal.json","source":"https://github.com/Tencent-Hunyuan/HY-SOAR","lab_dossier":"https://onlylabs.fyi/labs/tencent-hunyuan","lab_dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis":"https://onlylabs.fyi/analysis/tencent-hunyuan","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/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":"Tencent Hunyuan published Tencent-Hunyuan/HY-SOAR (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/HY-SOAR · language Python · Solid traction, notable but not frontier.. 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/Tencent-Hunyuan/HY-SOAR","source_host":"github.com","occurred_at":"2026-04-16T06:34:05+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Tencent-Hunyuan/HY-SOAR","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"629","source":"traction"},{"label":"Notability","value":"Solid traction, notable but not frontier.","source":"signal"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"alignment","source":"radar"},{"label":"Watch term","value":"Eval 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implications."},"semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"published repo","object":"Tencent-Hunyuan/HY-SOAR","text":"Tencent Hunyuan published repo Tencent-Hunyuan/HY-SOAR."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/HY-SOAR is classified as repo signal."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/HY-SOAR belongs to repos desk."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/HY-SOAR has context Python."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/HY-SOAR has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"matches data-business lanes","object":"Safety and policy","text":"Tencent-Hunyuan/HY-SOAR matches data-business lanes Safety and policy."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has captured page count","object":"1","text":"Tencent-Hunyuan/HY-SOAR has captured page count 1."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/HY-SOAR has readable page count 1."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has related signal count","object":"6","text":"Tencent-Hunyuan/HY-SOAR has related signal count 6."},{"subject":"Tencent-Hunyuan/HY-SOAR","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":"Tencent-Hunyuan/HY-SOAR 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":"Tencent-Hunyuan/HY-SOAR","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/HY-SOAR has source host github.com."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/HY-SOAR has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has signal desk","object":"repos","text":"Tencent-Hunyuan/HY-SOAR has signal desk repos."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/HY-SOAR has source host github.com."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has repository","object":"Tencent-Hunyuan/HY-SOAR","text":"Tencent-Hunyuan/HY-SOAR has repository Tencent-Hunyuan/HY-SOAR."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has language","object":"Python","text":"Tencent-Hunyuan/HY-SOAR has language Python."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has stars","object":"629","text":"Tencent-Hunyuan/HY-SOAR has stars 629."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has notability","object":"Solid traction, notable but not frontier.","text":"Tencent-Hunyuan/HY-SOAR has notability Solid traction, notable but not frontier.."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has radar lane","object":"Safety and policy","text":"Tencent-Hunyuan/HY-SOAR has radar lane Safety and policy."}]},"intelligence":{"signal_desk":"repos","answer":"Tencent Hunyuan published Tencent-Hunyuan/HY-SOAR (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/HY-SOAR · language Python · Solid traction, notable but not frontier.. 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":"Tencent Hunyuan","predicate":"published repo","object":"Tencent-Hunyuan/HY-SOAR","text":"Tencent Hunyuan published repo Tencent-Hunyuan/HY-SOAR."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/HY-SOAR is classified as repo signal."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/HY-SOAR belongs to repos desk."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/HY-SOAR has context Python."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/HY-SOAR has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/HY-SOAR","predicate":"matches data-business lanes","object":"Safety and policy","text":"Tencent-Hunyuan/HY-SOAR matches data-business lanes Safety and policy."}]},"signal":{"id":"e90a1a3d-98e3-4bde-a4e7-208d8536f17e","url":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e","json_url":"https://onlylabs.fyi/signals/e90a1a3d-98e3-4bde-a4e7-208d8536f17e/signal.json","source_url":"https://github.com/Tencent-Hunyuan/HY-SOAR","title":"Tencent-Hunyuan/HY-SOAR","summary":"Tencent Hunyuan published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent 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target=\"_blank\"><img src=https://img.shields.io/badge/Code-2ecc71?logo=github&logoColor=black height=22px></a> <a href=https://hy-soar.github.io/ target=\"_blank\"><img src=https://img.shields.io/badge/HY.SOAR-1abc9c?logo=homeassistant&logoColor=white height=22px></a> <a href=https://x.com/TencentHunyuan target=\"_blank\"><img src=https://img.shields.io/badge/Hunyuan-black.svg?logo=x height=22px></a> </div> <p align=\"center\"> <img src=\"assets/soar1.png\" width=\"60%\"> </p> **Beyond SFT and RL: Self-Correction during Generation without Reward Models, Preference Labels, or..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/HY-SOAR","final_url":"https://github.com/Tencent-Hunyuan/HY-SOAR","title":"Tencent-Hunyuan/HY-SOAR repository 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target=\"_blank\"><img src=https://img.shields.io/badge/Code-2ecc71?logo=github&logoColor=black height=22px></a> <a href=https://hy-soar.github.io/ target=\"_blank\"><img src=https://img.shields.io/badge/HY.SOAR-1abc9c?logo=homeassistant&logoColor=white height=22px></a> <a href=https://x.com/TencentHunyuan target=\"_blank\"><img src=https://img.shields.io/badge/Hunyuan-black.svg?logo=x height=22px></a> </div> <p align=\"center\"> <img src=\"assets/soar1.png\" width=\"60%\"> </p> **Beyond SFT and RL: Self-Correction during Generation without Reward Models, Preference Labels, or..."}],"related_signals":[{"id":"30ef45dc-aee6-470e-8bb6-1aff274256c4","url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4","source_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent 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Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-22T02:07:30+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"79193606-cf5c-4e28-89fb-30f176808c2f","url":"https://onlylabs.fyi/signals/79193606-cf5c-4e28-89fb-30f176808c2f","source_url":"https://github.com/Tencent-Hunyuan/Hy-MT2","title":"Tencent-Hunyuan/Hy-MT2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-18T07:54:11+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"f4f4c0ae-5f78-4070-8653-5516eb1f71ee","url":"https://onlylabs.fyi/signals/f4f4c0ae-5f78-4070-8653-5516eb1f71ee","source_url":"https://github.com/Tencent-Hunyuan/Hy-Embodied-RoboFusion","title":"Tencent-Hunyuan/Hy-Embodied-RoboFusion","context":"C","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent 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