{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Writing: Qwen3Guard: Real-time Safety for Your Token Stream","description":"Qwen (Alibaba Cloud) writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0","json_url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0/signal.json","generated_at":"2026-06-07T21:15:42.535957+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0","signal_json":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0/signal.json","source":"https://qwenlm.github.io/blog/qwen3guard/","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"},{"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":"Qwen (Alibaba Cloud) published Qwen3Guard: Real-time Safety for Your Token Stream. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable safety tool from major lab · Qwen3Guard: Real-time Safety for Your Token Stream | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5 seconds. If you are.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://qwenlm.github.io/blog/qwen3guard/","source_host":"qwenlm.github.io","occurred_at":"2025-09-23T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"qwenlm.github.io","source":"source"},{"label":"Notability","value":"Notable safety tool from major lab","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Matched term","value":"benchmarks","source":"radar"},{"label":"Matched term","value":"safety","source":"radar"},{"label":"Matched 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quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["benchmark","benchmarks","safety","risk"],"score":29,"reason":"Qwen (Alibaba Cloud) has a writing signal matching evals and quality, safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Evals and quality, Safety and policy?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0/signal.json","required":true},{"label":"source","url":"https://qwenlm.github.io/blog/qwen3guard/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Qwen (Alibaba Cloud)'s writing signal \"Qwen3Guard: Real-time Safety for Your Token Stream\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen3Guard: Real-time Safety for Your Token Stream","text":"Qwen (Alibaba Cloud) published Qwen3Guard: Real-time Safety for Your Token Stream."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"is classified as","object":"writing signal","text":"Qwen3Guard: Real-time Safety for Your Token Stream is classified as writing signal."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"belongs to","object":"talking desk","text":"Qwen3Guard: Real-time Safety for Your Token Stream belongs to talking desk."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen3Guard: Real-time Safety for Your Token Stream has evidence coverage 1 captured evidence page."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"matches data-business lanes","object":"Evals and quality, Safety and policy","text":"Qwen3Guard: Real-time Safety for Your Token Stream matches data-business lanes Evals and quality, Safety and policy."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has captured page count","object":"1","text":"Qwen3Guard: Real-time Safety for Your Token Stream has captured page count 1."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has readable page count","object":"1","text":"Qwen3Guard: Real-time Safety for Your Token Stream has readable page count 1."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has related signal count","object":"6","text":"Qwen3Guard: Real-time Safety for Your Token Stream has related signal count 6."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","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":"Qwen3Guard: Real-time Safety for Your Token Stream 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":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen3Guard: Real-time Safety for Your Token Stream has source host qwenlm.github.io."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen3Guard: Real-time Safety for Your Token Stream has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has signal desk","object":"talking","text":"Qwen3Guard: Real-time Safety for Your Token Stream has signal desk talking."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen3Guard: Real-time Safety for Your Token Stream has source host qwenlm.github.io."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has notability","object":"Notable safety tool from major lab","text":"Qwen3Guard: Real-time Safety for Your Token Stream has notability Notable safety tool from major lab."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has radar lane","object":"Evals and quality","text":"Qwen3Guard: Real-time Safety for Your Token Stream has radar lane Evals and quality."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has radar lane","object":"Safety and policy","text":"Qwen3Guard: Real-time Safety for Your Token Stream has radar lane Safety and policy."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has matched term","object":"benchmark","text":"Qwen3Guard: Real-time Safety for Your Token Stream has matched term benchmark."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has matched term","object":"benchmarks","text":"Qwen3Guard: Real-time Safety for Your Token Stream has matched term benchmarks."}]},"intelligence":{"signal_desk":"talking","answer":"Qwen (Alibaba Cloud) published Qwen3Guard: Real-time Safety for Your Token Stream. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable safety tool from major lab · Qwen3Guard: Real-time Safety for Your Token Stream | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5 seconds. If you are.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen3Guard: Real-time Safety for Your Token Stream","text":"Qwen (Alibaba Cloud) published Qwen3Guard: Real-time Safety for Your Token Stream."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"is classified as","object":"writing signal","text":"Qwen3Guard: Real-time Safety for Your Token Stream is classified as writing signal."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"belongs to","object":"talking desk","text":"Qwen3Guard: Real-time Safety for Your Token Stream belongs to talking desk."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen3Guard: Real-time Safety for Your Token Stream has evidence coverage 1 captured evidence page."},{"subject":"Qwen3Guard: Real-time Safety for Your Token Stream","predicate":"matches data-business lanes","object":"Evals and quality, Safety and policy","text":"Qwen3Guard: Real-time Safety for Your Token Stream matches data-business lanes Evals and quality, Safety and policy."}]},"signal":{"id":"54029233-5b0e-4748-aae1-6013ae3553d0","url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0","json_url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0/signal.json","source_url":"https://qwenlm.github.io/blog/qwen3guard/","title":"Qwen3Guard: Real-time Safety for Your Token Stream","summary":"Qwen (Alibaba Cloud) 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":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-09-23T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:59.088452+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://qwenlm.github.io/blog/qwen3guard/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":29,"matched_terms":["benchmark","benchmarks","safety","risk"],"reason":"Qwen (Alibaba Cloud) has a writing signal matching evals and quality, safety and policy."}},"primary_evidence_page":{"url":"https://qwenlm.github.io/blog/qwen3guard/","final_url":"https://qwenlm.github.io/blog/qwen3guard/","title":"Qwen3Guard: Real-time Safety for Your Token Stream","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:15:42.535957+00:00","bytes":68463,"raw_path":"3b73f4822ea0b3c87593c1f4c5da9e717619916c7aae61a7269044ec11b4bda4.html","content_hash":"a9625e31afbe21ef80a5ccb2e5ed8617f9da07c457a5b2f1f9b17108c146d43d","excerpt_chars":1200,"truncated":true,"excerpt":"Qwen3Guard: Real-time Safety for Your Token Stream | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5 seconds. If you are not redirected automatically, please click the button below. Go Now Qwen3Guard: Real-time Safety for Your Token Stream September 23, 2025 · 7 min · 1470 words · Qwen Team | Translations: 简体中文 Tech Report GitHub Hugging Face ModelScope DISCORD Introduction # We are excited to introduce Qwen3Guard, the first safety guardrail model in the Qwen family. Built upon the powerful Qwen3 foundation models and fine-tuned specifically for safety classificatoin, Qwen3Guard ensures responsible AI interactions by delivering precise safety detection for both prompts and responses, complete with risk levels and categorized classifications for accurate moderation. Qwen3Guard achieves state-of-the-art performance on major safety benchmarks, demonstrating strong capabilities in both prompt and response classification tasks across English, Chinese, and multilingual environments. Qwen3Guard is available in two specialized variants: Qwen3Guard-Gen , a generative model that accepts full user prompts and model responses to perform safety..."},"evidence_pages":[{"url":"https://qwenlm.github.io/blog/qwen3guard/","final_url":"https://qwenlm.github.io/blog/qwen3guard/","title":"Qwen3Guard: Real-time Safety for Your Token Stream","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:15:42.535957+00:00","bytes":68463,"raw_path":"3b73f4822ea0b3c87593c1f4c5da9e717619916c7aae61a7269044ec11b4bda4.html","content_hash":"a9625e31afbe21ef80a5ccb2e5ed8617f9da07c457a5b2f1f9b17108c146d43d","excerpt_chars":1200,"truncated":true,"excerpt":"Qwen3Guard: Real-time Safety for Your Token Stream | Qwen We have a new blog! View this page at qwen.ai . This page will automatically redirect in 5 seconds. If you are not redirected automatically, please click the button below. Go Now Qwen3Guard: Real-time Safety for Your Token Stream September 23, 2025 · 7 min · 1470 words · Qwen Team | Translations: 简体中文 Tech Report GitHub Hugging Face ModelScope DISCORD Introduction # We are excited to introduce Qwen3Guard, the first safety guardrail model in the Qwen family. Built upon the powerful Qwen3 foundation models and fine-tuned specifically for safety classificatoin, Qwen3Guard ensures responsible AI interactions by delivering precise safety detection for both prompts and responses, complete with risk levels and categorized classifications for accurate moderation. Qwen3Guard achieves state-of-the-art performance on major safety benchmarks, demonstrating strong capabilities in both prompt and response classification tasks across English, Chinese, and multilingual environments. Qwen3Guard is available in two specialized variants: Qwen3Guard-Gen , a generative model that accepts full user prompts and model responses to perform safety..."}],"related_signals":[{"id":"4e64c872-3d4f-4d01-8908-35b65736eb6e","url":"https://onlylabs.fyi/signals/4e64c872-3d4f-4d01-8908-35b65736eb6e","source_url":"https://qwenlm.github.io/blog/qwen-image-edit/","title":"Qwen-Image-Edit: Image Editing with Higher Quality and Efficiency","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-08-18T17:30:00+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"id":"27bd1b4a-28a4-423c-abb0-e5d24251de65","url":"https://onlylabs.fyi/signals/27bd1b4a-28a4-423c-abb0-e5d24251de65","source_url":"https://qwenlm.github.io/blog/qwen-image/","title":"Qwen-Image: Crafting with Native Text Rendering","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-08-04T14:08:30+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"id":"c662ae5e-1dd9-42a6-8297-87bc670d59ef","url":"https://onlylabs.fyi/signals/c662ae5e-1dd9-42a6-8297-87bc670d59ef","source_url":"https://qwenlm.github.io/blog/gspo/","title":"GSPO: Towards Scalable Reinforcement Learning for Language Models","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-07-27T07:00:00+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"id":"22c0d58c-5ce1-4d1f-97df-de5ebd764517","url":"https://onlylabs.fyi/signals/22c0d58c-5ce1-4d1f-97df-de5ebd764517","source_url":"https://qwenlm.github.io/blog/qwen-mt/","title":"Qwen-MT: Where Speed Meets Smart Translation","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-07-24T14:00:00+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"id":"b6e0bdb2-ffd3-4aed-b44b-732a5e0424a5","url":"https://onlylabs.fyi/signals/b6e0bdb2-ffd3-4aed-b44b-732a5e0424a5","source_url":"https://qwenlm.github.io/blog/qwen3-coder/","title":"Qwen3-Coder: Agentic Coding in the World","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-07-22T13:00:00+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"id":"35f4be74-c0bf-4885-a33e-c5c16b063bfa","url":"https://onlylabs.fyi/signals/35f4be74-c0bf-4885-a33e-c5c16b063bfa","source_url":"https://qwenlm.github.io/blog/qwen-tts/","title":"Time to Speak Some Dialects, Qwen-TTS!","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-06-27T07:01:30+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"}]}