{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Finding the molecular switches behind new infectious diseases","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/4242dfa9-08c5-4370-8982-3e28db29448c","json_url":"https://onlylabs.fyi/signals/4242dfa9-08c5-4370-8982-3e28db29448c/signal.json","generated_at":"2026-06-07T21:14:29.035913+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/4242dfa9-08c5-4370-8982-3e28db29448c","signal_json":"https://onlylabs.fyi/signals/4242dfa9-08c5-4370-8982-3e28db29448c/signal.json","source":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","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 Finding the molecular switches behind new infectious diseases. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research post from major AI lab. · Co-Scientist: Fast-tracking infectious disease research — Google DeepMind Skip to main content May 19, 2026 Science Finding the molecular switches behind new infectious.... 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/finding-the-molecular-switches-behind-new-infectious-diseases/","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":"Substantive research post from major AI lab.","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/4242dfa9-08c5-4370-8982-3e28db29448c/signal.json","required":true},{"label":"source","url":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","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 \"Finding the molecular switches behind new infectious diseases\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Finding the molecular switches behind new infectious diseases","text":"Google (DeepMind / Gemini) published Finding the molecular switches behind new infectious diseases."},{"subject":"Finding the molecular switches behind new infectious diseases","predicate":"is classified as","object":"writing signal","text":"Finding the molecular switches behind new infectious diseases is classified as writing signal."},{"subject":"Finding the molecular switches behind new infectious diseases","predicate":"belongs to","object":"talking desk","text":"Finding the molecular switches behind new infectious diseases belongs to talking desk."},{"subject":"Finding the molecular switches behind new infectious 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the molecular switches behind new infectious diseases. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research post from major AI lab. · Co-Scientist: Fast-tracking infectious disease research — Google DeepMind Skip to main content May 19, 2026 Science Finding the molecular switches behind new infectious.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Finding the molecular switches behind new infectious diseases","text":"Google (DeepMind / Gemini) published Finding the molecular switches behind new infectious diseases."},{"subject":"Finding the molecular switches behind new infectious diseases","predicate":"is classified as","object":"writing signal","text":"Finding the molecular switches behind new infectious diseases is classified as writing signal."},{"subject":"Finding the molecular switches behind new infectious diseases","predicate":"belongs to","object":"talking desk","text":"Finding the molecular switches behind new infectious diseases belongs to talking desk."},{"subject":"Finding the molecular switches behind new infectious diseases","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Finding the molecular switches behind new infectious diseases has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4242dfa9-08c5-4370-8982-3e28db29448c","url":"https://onlylabs.fyi/signals/4242dfa9-08c5-4370-8982-3e28db29448c","json_url":"https://onlylabs.fyi/signals/4242dfa9-08c5-4370-8982-3e28db29448c/signal.json","source_url":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","title":"Finding the molecular switches behind new infectious diseases","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/finding-the-molecular-switches-behind-new-infectious-diseases/"]},"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/finding-the-molecular-switches-behind-new-infectious-diseases/","final_url":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","title":"Finding the molecular switches behind new infectious diseases","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:14:29.035913+00:00","bytes":141437,"raw_path":"c28761bd296716ea5420323873aef29f90772cf79e33d3f601847ce417d713c0.html","content_hash":"5806abded874ed038381d755a39e9d73bdc4b49e22459c65fbe445452b9732d1","excerpt_chars":1200,"truncated":true,"excerpt":"Co-Scientist: Fast-tracking infectious disease research — Google DeepMind Skip to main content May 19, 2026 Science Finding the molecular switches behind new infectious diseases Share The majority of emerging infectious diseases are caused by pathogens that jump from animals to humans, such as Ebola, HIV, flu and Covid-19. Professor Clare Bryant at the University of Cambridge is using Co-Scientist to hunt for the molecular switches that cause severe diseases, like sepsis, in humans when pathogens leap between species, and find new approaches to prevent this happening. Testing Co-Scientist, Bryant fed it a summary of one of her grant proposals studying flu in birds and humans outlining her lab’s research questions. The tool generated and ranked a set of promising hypotheses — some she'd already considered, some she hadn't. The unfamiliar ones were the most thought-provoking. When the grant was funded, Bryant fed in the full, detailed proposal. Later, reading through the output on a train to Brussels, she had an \"a-ha!\" moment: Co-Scientist had prioritised a protein that hadn’t been on her radar, connected to several signalling pathways she was already interested in. She spent the..."},"evidence_pages":[{"url":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","final_url":"https://deepmind.google/blog/finding-the-molecular-switches-behind-new-infectious-diseases/","title":"Finding the molecular switches behind new infectious diseases","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:14:29.035913+00:00","bytes":141437,"raw_path":"c28761bd296716ea5420323873aef29f90772cf79e33d3f601847ce417d713c0.html","content_hash":"5806abded874ed038381d755a39e9d73bdc4b49e22459c65fbe445452b9732d1","excerpt_chars":1200,"truncated":true,"excerpt":"Co-Scientist: Fast-tracking infectious disease research — Google DeepMind Skip to main content May 19, 2026 Science Finding the molecular switches behind new infectious diseases Share The majority of emerging infectious diseases are caused by pathogens that jump from animals to humans, such as Ebola, HIV, flu and Covid-19. Professor Clare Bryant at the University of Cambridge is using Co-Scientist to hunt for the molecular switches that cause severe diseases, like sepsis, in humans when pathogens leap between species, and find new approaches to prevent this happening. Testing Co-Scientist, Bryant fed it a summary of one of her grant proposals studying flu in birds and humans outlining her lab’s research questions. The tool generated and ranked a set of promising hypotheses — some she'd already considered, some she hadn't. The unfamiliar ones were the most thought-provoking. When the grant was funded, Bryant fed in the full, detailed proposal. Later, reading through the output on a train to Brussels, she had an \"a-ha!\" moment: Co-Scientist had prioritised a protein that hadn’t been on her radar, connected to several signalling pathways she was already interested in. 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