{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Using AI to perceive the universe in greater depth","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/8ffb06db-4899-448c-876c-b6fc81f97380","json_url":"https://onlylabs.fyi/signals/8ffb06db-4899-448c-876c-b6fc81f97380/signal.json","generated_at":"2026-06-07T21:15:34.350502+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/8ffb06db-4899-448c-876c-b6fc81f97380","signal_json":"https://onlylabs.fyi/signals/8ffb06db-4899-448c-876c-b6fc81f97380/signal.json","source":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","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 Using AI to perceive the universe in greater depth. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research blog post by DeepMind, but not a model release. · Using AI to perceive the universe in greater depth — Google DeepMind Skip to main content September 4, 2025 Science Using AI to perceive the universe in greater depth.... 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/using-ai-to-perceive-the-universe-in-greater-depth/","source_host":"deepmind.google","occurred_at":"2025-09-04T00:00:00.000Z","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 blog post by DeepMind, but not a model 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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/8ffb06db-4899-448c-876c-b6fc81f97380/signal.json","required":true},{"label":"source","url":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","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 \"Using AI to perceive the universe in greater depth\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Using AI to perceive the universe in greater depth","text":"Google (DeepMind / Gemini) published Using AI to perceive the universe in greater depth."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"is classified as","object":"writing signal","text":"Using AI to perceive the universe in greater depth is classified as writing signal."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"belongs to","object":"talking desk","text":"Using AI to perceive the universe in greater depth belongs to talking desk."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Using AI to 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the universe in greater depth 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":"Using AI to perceive the universe in greater depth","predicate":"has source host","object":"deepmind.google","text":"Using AI to perceive the universe in greater depth has source host deepmind.google."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"Using AI to perceive the universe in greater depth has lab Google (DeepMind / Gemini)."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has signal desk","object":"talking","text":"Using AI to perceive the universe in greater depth has signal desk talking."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has source host","object":"deepmind.google","text":"Using AI to perceive the universe in greater depth has source host deepmind.google."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has notability","object":"Substantive research blog post by DeepMind, but not a model release.","text":"Using AI to perceive the universe in greater depth has notability Substantive research blog post by DeepMind, but not a model release.."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has watch term","object":"RL environments","text":"Using AI to perceive the universe in greater depth has watch term RL environments."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has watch term","object":"Eval methodology","text":"Using AI to perceive the universe in greater depth has watch term Eval methodology."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has watch term","object":"Safety and alignment","text":"Using AI to perceive the universe in greater depth has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"Google (DeepMind / Gemini) published Using AI to perceive the universe in greater depth. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research blog post by DeepMind, but not a model release. · Using AI to perceive the universe in greater depth — Google DeepMind Skip to main content September 4, 2025 Science Using AI to perceive the universe in greater depth.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Using AI to perceive the universe in greater depth","text":"Google (DeepMind / Gemini) published Using AI to perceive the universe in greater depth."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"is classified as","object":"writing signal","text":"Using AI to perceive the universe in greater depth is classified as writing signal."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"belongs to","object":"talking desk","text":"Using AI to perceive the universe in greater depth belongs to talking desk."},{"subject":"Using AI to perceive the universe in greater depth","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Using AI to perceive the universe in greater depth has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8ffb06db-4899-448c-876c-b6fc81f97380","url":"https://onlylabs.fyi/signals/8ffb06db-4899-448c-876c-b6fc81f97380","json_url":"https://onlylabs.fyi/signals/8ffb06db-4899-448c-876c-b6fc81f97380/signal.json","source_url":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","title":"Using AI to perceive the universe in greater depth","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":"2025-09-04T00:00:00.000Z","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/using-ai-to-perceive-the-universe-in-greater-depth/"]},"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/using-ai-to-perceive-the-universe-in-greater-depth/","final_url":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","title":"Using AI to perceive the universe in greater depth","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:15:34.350502+00:00","bytes":148937,"raw_path":"5a8a1d7107097abe93dce9a212d350256799e056858f34736c5e3130782a1307.html","content_hash":"4432d6593628d9329da18d91b194c56ea1ef26ba3fc4db140c0fd5b8d0f02b36","excerpt_chars":1200,"truncated":true,"excerpt":"Using AI to perceive the universe in greater depth — Google DeepMind Skip to main content September 4, 2025 Science Using AI to perceive the universe in greater depth Brendan Tracey, Jonas Buchli Share Our novel Deep Loop Shaping method improves control of gravitational wave observatories, helping astronomers better understand the dynamics and formation of the universe. To help astronomers study the universe’s most powerful processes, our teams have been using AI to stabilize one of the most sensitive observation instruments ever built. In a paper published today in Science, we introduce Deep Loop Shaping , a novel AI method that will unlock next-generation gravitational-wave science. Deep Loop Shaping reduces noise and improves control in an observatory’s feedback system, helping stabilize components used for measuring gravitational waves — the tiny ripples in the fabric of space and time. These waves are generated by events like neutron star collisions and black hole mergers. Our method will help astronomers gather data critical to understanding the dynamics and formation of the universe, and better test fundamental theories of physics and cosmology. We developed Deep Loop..."},"evidence_pages":[{"url":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","final_url":"https://deepmind.google/blog/using-ai-to-perceive-the-universe-in-greater-depth/","title":"Using AI to perceive the universe in greater depth","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-06-07T21:15:34.350502+00:00","bytes":148937,"raw_path":"5a8a1d7107097abe93dce9a212d350256799e056858f34736c5e3130782a1307.html","content_hash":"4432d6593628d9329da18d91b194c56ea1ef26ba3fc4db140c0fd5b8d0f02b36","excerpt_chars":1200,"truncated":true,"excerpt":"Using AI to perceive the universe in greater depth — Google DeepMind Skip to main content September 4, 2025 Science Using AI to perceive the universe in greater depth Brendan Tracey, Jonas Buchli Share Our novel Deep Loop Shaping method improves control of gravitational wave observatories, helping astronomers better understand the dynamics and formation of the universe. To help astronomers study the universe’s most powerful processes, our teams have been using AI to stabilize one of the most sensitive observation instruments ever built. In a paper published today in Science, we introduce Deep Loop Shaping , a novel AI method that will unlock next-generation gravitational-wave science. Deep Loop Shaping reduces noise and improves control in an observatory’s feedback system, helping stabilize components used for measuring gravitational waves — the tiny ripples in the fabric of space and time. These waves are generated by events like neutron star collisions and black hole mergers. Our method will help astronomers gather data critical to understanding the dynamics and formation of the universe, and better test fundamental theories of physics and cosmology. We developed Deep Loop..."}],"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"}]}