{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: AlphaFold: Five years of impact","description":"Google (DeepMind / Gemini) writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7","json_url":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7/signal.json","generated_at":"2026-06-07T21:15:20.493334+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7","signal_json":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7/signal.json","source":"https://deepmind.google/blog/alphafold-five-years-of-impact/","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/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":null},"answer_pack":{"answer":"Google (DeepMind / Gemini) published AlphaFold: Five years of impact. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive post from DeepMind, low traction · AlphaFold: Five Years of Impact — Google DeepMind Skip to main content November 25, 2025 Science AlphaFold: Five years of impact Demis Hassabis, John Jumper, Pushmeet.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","source_host":"deepmind.google","occurred_at":"2025-11-25T16:00:12+00:00","first_seen_at":"2026-06-05T05:42:58.356131+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Google (DeepMind / Gemini)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"deepmind.google","source":"source"},{"label":"Notability","value":"Substantive post from DeepMind, low traction","source":"signal"},{"label":"Watch 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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/c1a90019-0ad9-4561-855f-5585f8c5a9f7/signal.json","required":true},{"label":"source","url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","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, 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive post from DeepMind, low traction · AlphaFold: Five Years of Impact — Google DeepMind Skip to main content November 25, 2025 Science AlphaFold: Five years of impact Demis Hassabis, John Jumper, Pushmeet.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"AlphaFold: Five years of impact","text":"Google (DeepMind / Gemini) published AlphaFold: Five years of impact."},{"subject":"AlphaFold: Five years of impact","predicate":"is classified as","object":"writing signal","text":"AlphaFold: Five years of impact is classified as writing signal."},{"subject":"AlphaFold: Five years of impact","predicate":"belongs to","object":"talking desk","text":"AlphaFold: Five years of impact belongs to talking desk."},{"subject":"AlphaFold: Five years of impact","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AlphaFold: Five years of impact has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c1a90019-0ad9-4561-855f-5585f8c5a9f7","url":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7","json_url":"https://onlylabs.fyi/signals/c1a90019-0ad9-4561-855f-5585f8c5a9f7/signal.json","source_url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","title":"AlphaFold: Five years of impact","summary":"Google (DeepMind / Gemini) 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":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2025-11-25T16:00:12+00:00","first_seen_at":"2026-06-05T05:42:58.356131+00:00","date_source":"rss.item_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://deepmind.google/blog/alphafold-five-years-of-impact/"]},"facets":{},"traction":{"github_stars":null,"hn_points":2,"hn_comments":0,"hn_story_id":"46096928","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","final_url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","title":"AlphaFold: Five years of impact","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:15:20.493334+00:00","bytes":168048,"raw_path":"54d3477036ea8c07db8d922ceb1f999def9550298e2485b9135b3b787316cfc8.html","content_hash":"eb003b66b2f5d8068377dd184f9ecd365987e742f054e327bd7bbc0380b03689","excerpt_chars":1200,"truncated":true,"excerpt":"AlphaFold: Five Years of Impact — Google DeepMind Skip to main content November 25, 2025 Science AlphaFold: Five years of impact Demis Hassabis, John Jumper, Pushmeet Kohli and Anna Koivuniemi on behalf of the AlphaFold team Share Since 2020, AlphaFold has accelerated the pace of science and fueled a global wave of biological discovery — an achievement recognized with a Nobel Prize Five years ago, AlphaFold 2 solved the protein structure prediction problem, unlocking new avenues of biological research and providing our first major proof point that AI can be a powerful tool to advance science. Proteins are the complex, microscopic machines that drive every process in a living cell. Composed of long, unique chains of amino acids, they precisely fold into a 3D structure that largely defines the protein’s function - making knowledge of this shape critical for drug discovery and understanding disease. p53 is a cellular tumor antigen related to diseases such as cancer. It is one of the most popular proteins in the AlphaFold Protein Database. If a protein misfolds, it can lose its function and lead to disease, like Alzheimer’s and Parkinson’s. For decades, determining these structures..."},"evidence_pages":[{"url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","final_url":"https://deepmind.google/blog/alphafold-five-years-of-impact/","title":"AlphaFold: Five years of impact","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:15:20.493334+00:00","bytes":168048,"raw_path":"54d3477036ea8c07db8d922ceb1f999def9550298e2485b9135b3b787316cfc8.html","content_hash":"eb003b66b2f5d8068377dd184f9ecd365987e742f054e327bd7bbc0380b03689","excerpt_chars":1200,"truncated":true,"excerpt":"AlphaFold: Five Years of Impact — Google DeepMind Skip to main content November 25, 2025 Science AlphaFold: Five years of impact Demis Hassabis, John Jumper, Pushmeet Kohli and Anna Koivuniemi on behalf of the AlphaFold team Share Since 2020, AlphaFold has accelerated the pace of science and fueled a global wave of biological discovery — an achievement recognized with a Nobel Prize Five years ago, AlphaFold 2 solved the protein structure prediction problem, unlocking new avenues of biological research and providing our first major proof point that AI can be a powerful tool to advance science. 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For decades, determining these structures..."}],"related_signals":[{"id":"8dc3cb48-ca03-4c5e-b776-2febb36923ff","url":"https://onlylabs.fyi/signals/8dc3cb48-ca03-4c5e-b776-2febb36923ff","source_url":"https://deepmind.google/blog/diffusiongemma-4x-faster-text-generation/","title":"DiffusionGemma: 4x faster text generation","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-10T16:24:11+00:00","first_seen_at":"2026-06-11T07:01:08.279091+00:00","date_source":"rss.item_date"},{"id":"c3e1268c-6a62-4443-9861-8cc8b2fab2fa","url":"https://onlylabs.fyi/signals/c3e1268c-6a62-4443-9861-8cc8b2fab2fa","source_url":"https://deepmind.google/blog/fluid-natural-voice-translation-with-gemini-35-live-translate/","title":"Fluid, natural voice translation with Gemini 3.5 Live Translate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-09T15:16:25+00:00","first_seen_at":"2026-06-10T07:01:19.98686+00:00","date_source":"rss.item_date"},{"id":"91fc1de9-018b-4566-8d26-4287b86fc4d8","url":"https://onlylabs.fyi/signals/91fc1de9-018b-4566-8d26-4287b86fc4d8","source_url":"https://deepmind.google/blog/introducing-gemma-4-12b-a-unified-encoder-free-multimodal-model/","title":"Introducing Gemma 4 12B: a unified, encoder-free multimodal model","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-09T14:10:19+00:00","first_seen_at":"2026-06-10T07:01:19.98686+00:00","date_source":"rss.item_date"},{"id":"8458c661-c5f3-4fef-afc1-abe720ecd4d5","url":"https://onlylabs.fyi/signals/8458c661-c5f3-4fef-afc1-abe720ecd4d5","source_url":"https://deepmind.google/blog/powering-the-future-of-robotics-in-europe/","title":"Powering the future of robotics in Europe","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-09T14:02:33+00:00","first_seen_at":"2026-06-10T07:01:19.98686+00:00","date_source":"rss.item_date"},{"id":"136852e1-8df2-4a9d-9f2f-dd29e4038f1f","url":"https://onlylabs.fyi/signals/136852e1-8df2-4a9d-9f2f-dd29e4038f1f","source_url":"https://deepmind.google/blog/measuring-the-impact-of-learning-with-ai-in-sierra-leone-and-beyond/","title":"Measuring the impact of learning with AI in Sierra Leone and beyond","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-08T13:04:59+00:00","first_seen_at":"2026-06-10T07:01:19.98686+00:00","date_source":"rss.item_date"},{"id":"5623a86e-2349-4e54-b92a-c76c14059b83","url":"https://onlylabs.fyi/signals/5623a86e-2349-4e54-b92a-c76c14059b83","source_url":"https://deepmind.google/blog/were-launching-the-google-deepmind-accelerator-program-in-asia-pacific-to-tackle-environmental-risks/","title":"We’re launching the Google DeepMind Accelerator program in Asia Pacific to tackle environmental risks","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-21T19:46:42+00:00","first_seen_at":"2026-06-05T05:42:58.356131+00:00","date_source":"rss.item_date"}]}