{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Writing: Qwen3: Think Deeper, Act Faster","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/61cd734e-c124-4ab0-bcaa-6acdf59528a6","json_url":"https://onlylabs.fyi/signals/61cd734e-c124-4ab0-bcaa-6acdf59528a6/signal.json","generated_at":"2026-06-07T21:15:59.531287+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/61cd734e-c124-4ab0-bcaa-6acdf59528a6","signal_json":"https://onlylabs.fyi/signals/61cd734e-c124-4ab0-bcaa-6acdf59528a6/signal.json","source":"https://qwenlm.github.io/blog/qwen3/","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"}]}},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published Qwen3: Think Deeper, Act Faster. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Major frontier model release from Qwen · Qwen3: Think Deeper, Act Faster | 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.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://qwenlm.github.io/blog/qwen3/","source_host":"qwenlm.github.io","occurred_at":"2025-04-29T00:00:00.000Z","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":"Major frontier model release from Qwen","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"eval","source":"radar"},{"label":"Matched term","value":"evaluation","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval 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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?","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 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strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen3: Think Deeper, Act Faster","text":"Qwen (Alibaba Cloud) published Qwen3: Think Deeper, Act Faster."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"is classified as","object":"writing signal","text":"Qwen3: Think Deeper, Act Faster is classified as writing signal."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"belongs to","object":"talking desk","text":"Qwen3: Think Deeper, Act Faster belongs to talking desk."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen3: Think Deeper, Act Faster has evidence coverage 1 captured evidence page."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"matches data-business lanes","object":"Evals and quality","text":"Qwen3: Think Deeper, Act Faster matches data-business lanes Evals and quality."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has captured page count","object":"1","text":"Qwen3: Think Deeper, Act Faster has captured page count 1."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has readable page count","object":"1","text":"Qwen3: Think Deeper, Act Faster has readable page count 1."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has related signal count","object":"6","text":"Qwen3: Think Deeper, Act Faster has related signal count 6."},{"subject":"Qwen3: Think Deeper, Act Faster","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":"Qwen3: Think Deeper, Act Faster 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":"Qwen3: Think Deeper, Act Faster","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen3: Think Deeper, Act Faster has source host qwenlm.github.io."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"Qwen3: Think Deeper, Act Faster has lab Qwen (Alibaba Cloud)."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has signal desk","object":"talking","text":"Qwen3: Think Deeper, Act Faster has signal desk talking."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has source host","object":"qwenlm.github.io","text":"Qwen3: Think Deeper, Act Faster has source host qwenlm.github.io."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has notability","object":"Major frontier model release from Qwen","text":"Qwen3: Think Deeper, Act Faster has notability Major frontier model release from Qwen."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has radar 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Major frontier model release from Qwen · Qwen3: Think Deeper, Act Faster | 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.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published","object":"Qwen3: Think Deeper, Act Faster","text":"Qwen (Alibaba Cloud) published Qwen3: Think Deeper, Act Faster."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"is classified as","object":"writing signal","text":"Qwen3: Think Deeper, Act Faster is classified as writing signal."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"belongs to","object":"talking desk","text":"Qwen3: Think Deeper, Act Faster belongs to talking desk."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Qwen3: Think Deeper, Act Faster has evidence coverage 1 captured evidence page."},{"subject":"Qwen3: Think Deeper, Act Faster","predicate":"matches data-business lanes","object":"Evals and quality","text":"Qwen3: Think Deeper, Act Faster matches data-business lanes Evals and quality."}]},"signal":{"id":"61cd734e-c124-4ab0-bcaa-6acdf59528a6","url":"https://onlylabs.fyi/signals/61cd734e-c124-4ab0-bcaa-6acdf59528a6","json_url":"https://onlylabs.fyi/signals/61cd734e-c124-4ab0-bcaa-6acdf59528a6/signal.json","source_url":"https://qwenlm.github.io/blog/qwen3/","title":"Qwen3: Think Deeper, Act Faster","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":"2025-04-29T00:00:00.000Z","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/qwen3/"]},"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"}],"score":17,"matched_terms":["eval","evaluation","benchmark"],"reason":"Qwen (Alibaba Cloud) has a writing signal matching evals and quality."}},"primary_evidence_page":{"url":"https://qwenlm.github.io/blog/qwen3/","final_url":"https://qwenlm.github.io/blog/qwen3/","title":"Qwen3: Think Deeper, Act Faster","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:15:59.531287+00:00","bytes":71638,"raw_path":"3e4a3f3b3d83e7fe3c68e5debbd3f99f4223cf621f2e1e752d99fb7798cf14fa.html","content_hash":"e94e989ce505fe3f83bf891f70a7e00d1ae3e7b560dd99fdd0d6249d933d6ace","excerpt_chars":1200,"truncated":true,"excerpt":"Qwen3: Think Deeper, Act Faster | 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 Qwen3: Think Deeper, Act Faster April 29, 2025 · 10 min · 2036 words · Qwen Team | Translations: 简体中文 QWEN CHAT GitHub Hugging Face ModelScope Kaggle DEMO DISCORD Introduction # Today, we are excited to announce the release of Qwen3 , the latest addition to the Qwen family of large language models. Our flagship model, Qwen3-235B-A22B , achieves competitive results in benchmark evaluations of coding, math, general capabilities, etc., when compared to other top-tier models such as DeepSeek-R1, o1, o3-mini, Grok-3, and Gemini-2.5-Pro. Additionally, the small MoE model, Qwen3-30B-A3B , outcompetes QwQ-32B with 10 times of activated parameters, and even a tiny model like Qwen3-4B can rival the performance of Qwen2.5-72B-Instruct. 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We are open-weighting two MoE models: Qwen3-235B-A22B , a large model with 235 billion total parameters and 22 billion activated parameters, and Qwen3-30B-A3B , a smaller MoE model with 30 billion total parameters and 3 billion activated..."}],"related_signals":[{"id":"54029233-5b0e-4748-aae1-6013ae3553d0","url":"https://onlylabs.fyi/signals/54029233-5b0e-4748-aae1-6013ae3553d0","source_url":"https://qwenlm.github.io/blog/qwen3guard/","title":"Qwen3Guard: Real-time Safety for Your Token Stream","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-09-22T20:00:00+00:00","first_seen_at":"2026-06-05T05:42:59.088452+00:00","date_source":"rss.item_date"},{"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"}]}