{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Uncovering repurposed medicines to fight liver fibrosis","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/811768bc-96f6-4019-85ca-05bcd04ec788","json_url":"https://onlylabs.fyi/signals/811768bc-96f6-4019-85ca-05bcd04ec788/signal.json","generated_at":"2026-06-07T21:14:29.712695+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/811768bc-96f6-4019-85ca-05bcd04ec788","signal_json":"https://onlylabs.fyi/signals/811768bc-96f6-4019-85ca-05bcd04ec788/signal.json","source":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","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 Uncovering repurposed medicines to fight liver fibrosis. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Research post, not a model release, moderate impact · Co-Scientist: Finding new treatments for liver fibrosis — Google DeepMind Skip to main content May 19, 2026 Science Uncovering repurposed medicines to fight liver.... 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/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","source_host":"deepmind.google","occurred_at":"2026-05-19T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:58.356131+00:00","date_source":"page.visible_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":"Research post, not a model release, moderate impact","source":"signal"},{"label":"Watch 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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?","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/811768bc-96f6-4019-85ca-05bcd04ec788/signal.json","required":true},{"label":"source","url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","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, and cited evidence, analyze Google (DeepMind / Gemini)'s writing signal \"Uncovering repurposed medicines to fight liver fibrosis\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Uncovering repurposed medicines to fight liver fibrosis","text":"Google (DeepMind / Gemini) published Uncovering repurposed medicines to fight liver fibrosis."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"is classified as","object":"writing signal","text":"Uncovering repurposed medicines to fight liver fibrosis is classified as writing signal."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"belongs to","object":"talking desk","text":"Uncovering repurposed medicines to fight liver fibrosis belongs to talking desk."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Uncovering repurposed medicines to fight liver fibrosis has evidence coverage 1 captured evidence page."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has captured page count","object":"1","text":"Uncovering repurposed medicines to fight liver fibrosis has captured page count 1."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has readable page count","object":"1","text":"Uncovering repurposed medicines to fight liver fibrosis has readable page count 1."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has related signal count","object":"6","text":"Uncovering repurposed medicines to fight liver fibrosis has related signal count 6."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","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":"Uncovering repurposed medicines to fight liver fibrosis 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":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has source host","object":"deepmind.google","text":"Uncovering repurposed medicines to fight liver fibrosis has source host deepmind.google."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"Uncovering repurposed medicines to fight liver fibrosis has lab Google (DeepMind / Gemini)."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has signal desk","object":"talking","text":"Uncovering repurposed medicines to fight liver fibrosis has signal desk talking."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has source host","object":"deepmind.google","text":"Uncovering repurposed medicines to fight liver fibrosis has source host deepmind.google."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has notability","object":"Research post, not a model release, moderate impact","text":"Uncovering repurposed medicines to fight liver fibrosis has notability Research post, not a model release, moderate impact."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has watch term","object":"Agents and tool use","text":"Uncovering repurposed medicines to fight liver fibrosis has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Google (DeepMind / Gemini) published Uncovering repurposed medicines to fight liver fibrosis. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Research post, not a model release, moderate impact · Co-Scientist: Finding new treatments for liver fibrosis — Google DeepMind Skip to main content May 19, 2026 Science Uncovering repurposed medicines to fight liver.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Uncovering repurposed medicines to fight liver fibrosis","text":"Google (DeepMind / Gemini) published Uncovering repurposed medicines to fight liver fibrosis."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"is classified as","object":"writing signal","text":"Uncovering repurposed medicines to fight liver fibrosis is classified as writing signal."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"belongs to","object":"talking desk","text":"Uncovering repurposed medicines to fight liver fibrosis belongs to talking desk."},{"subject":"Uncovering repurposed medicines to fight liver fibrosis","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Uncovering repurposed medicines to fight liver fibrosis has evidence coverage 1 captured evidence page."}]},"signal":{"id":"811768bc-96f6-4019-85ca-05bcd04ec788","url":"https://onlylabs.fyi/signals/811768bc-96f6-4019-85ca-05bcd04ec788","json_url":"https://onlylabs.fyi/signals/811768bc-96f6-4019-85ca-05bcd04ec788/signal.json","source_url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","title":"Uncovering repurposed medicines to fight liver fibrosis","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":"2026-05-19T00:00:00.000Z","first_seen_at":"2026-06-05T05:42:58.356131+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://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","final_url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","title":"Uncovering repurposed medicines to fight liver fibrosis","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:14:29.712695+00:00","bytes":141566,"raw_path":"7807ac29869253ae5e01d6e1863ad1a2f066cf241492b7ee4a66233748fb5c3c.html","content_hash":"5a74c4861d478baf66e1ee070872536af3e05245cc9f8fa412e86455b996bf56","excerpt_chars":1200,"truncated":true,"excerpt":"Co-Scientist: Finding new treatments for liver fibrosis — Google DeepMind Skip to main content May 19, 2026 Science Uncovering repurposed medicines to fight liver fibrosis Share Liver fibrosis is a scarring process that can lead to cirrhosis, which causes more than 1.4 million deaths each year . Geneticist Gary Peltz at Stanford University School of Medicine is using Co-Scientist to accelerate the hunt for medicines that can slow, stop, or reverse it. In research published in Advanced Science , Peltz’s team explored whether Co-Scientist could support efforts to identify drugs from the vast literature of existing medicines that could be repurposed to treat fibrosis. Peltz asked Co-Scientist to propose three candidates and explain its reasoning. He also identified two candidate drugs himself, based on their notable presence in the liver fibrosis literature. Then Peltz put all five drugs through his lab’s fibrosis testbed, which consists of live human liver cells. His two drug picks showed no benefit against fibrosis. By contrast, of the three drug candidates selected by Co-Scientist, two blocked fibrosis and promoted the regeneration of liver cells. One of these drugs had only been..."},"evidence_pages":[{"url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","final_url":"https://deepmind.google/blog/uncovering-repurposed-medicines-to-fight-liver-fibrosis/","title":"Uncovering repurposed medicines to fight liver fibrosis","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:14:29.712695+00:00","bytes":141566,"raw_path":"7807ac29869253ae5e01d6e1863ad1a2f066cf241492b7ee4a66233748fb5c3c.html","content_hash":"5a74c4861d478baf66e1ee070872536af3e05245cc9f8fa412e86455b996bf56","excerpt_chars":1200,"truncated":true,"excerpt":"Co-Scientist: Finding new treatments for liver fibrosis — Google DeepMind Skip to main content May 19, 2026 Science Uncovering repurposed medicines to fight liver fibrosis Share Liver fibrosis is a scarring process that can lead to cirrhosis, which causes more than 1.4 million deaths each year . Geneticist Gary Peltz at Stanford University School of Medicine is using Co-Scientist to accelerate the hunt for medicines that can slow, stop, or reverse it. In research published in Advanced Science , Peltz’s team explored whether Co-Scientist could support efforts to identify drugs from the vast literature of existing medicines that could be repurposed to treat fibrosis. Peltz asked Co-Scientist to propose three candidates and explain its reasoning. He also identified two candidate drugs himself, based on their notable presence in the liver fibrosis literature. Then Peltz put all five drugs through his lab’s fibrosis testbed, which consists of live human liver cells. His two drug picks showed no benefit against fibrosis. By contrast, of the three drug candidates selected by Co-Scientist, two blocked fibrosis and promoted the regeneration of liver cells. One of these drugs had only been..."}],"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"}]}