{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","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/5d7fccd7-c996-481b-98f9-46d523e17650","json_url":"https://onlylabs.fyi/signals/5d7fccd7-c996-481b-98f9-46d523e17650/signal.json","generated_at":"2026-10-24T20:20:51.224Z","evidence_latest_fetched_at":"2026-10-14T04:02:10.26674+00:00","signal_first_seen_at":"2026-10-14T04:00:49.251152+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/5d7fccd7-c996-481b-98f9-46d523e17650","signal_json":"https://onlylabs.fyi/signals/5d7fccd7-c996-481b-98f9-46d523e17650/signal.json","source":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","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":{"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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Google (DeepMind / Gemini) published Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Official AI safety partnership, not frontier model release. · On-Device AI Against Scams: Google DeepMind & MDDI — Google DeepMind Skip to main content October 14, 2026 Responsibility & Safety Google DeepMind and Singapore.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","source_host":"deepmind.google","occurred_at":"2026-10-14T02:00:14+00:00","first_seen_at":"2026-10-14T04:00:49.251152+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":"Official AI safety partnership, not frontier model release.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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\"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","text":"Google (DeepMind / Gemini) published Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"is classified as","object":"writing signal","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection is classified as writing signal."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"belongs to","object":"talking 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DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection has captured page count 1."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"has readable page count","object":"1","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection has readable page count 1."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"has related signal count","object":"6","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection has related signal count 6."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Official AI safety partnership, not frontier model release. · On-Device AI Against Scams: Google DeepMind & MDDI — Google DeepMind Skip to main content October 14, 2026 Responsibility & Safety Google DeepMind and Singapore.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","text":"Google (DeepMind / Gemini) published Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"is classified as","object":"writing signal","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection is classified as writing signal."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"belongs to","object":"talking desk","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection belongs to talking desk."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection has evidence coverage 1 captured evidence page."},{"subject":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","predicate":"matches data-business lanes","object":"Data demand","text":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection matches data-business lanes Data demand."}]},"signal":{"id":"5d7fccd7-c996-481b-98f9-46d523e17650","url":"https://onlylabs.fyi/signals/5d7fccd7-c996-481b-98f9-46d523e17650","json_url":"https://onlylabs.fyi/signals/5d7fccd7-c996-481b-98f9-46d523e17650/signal.json","source_url":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","title":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","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":"2026-10-14T02:00:14+00:00","first_seen_at":"2026-10-14T04:00:49.251152+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/on-device-ai-scam-detection-mddi/"]},"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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":13,"matched_terms":["data"],"reason":"Google (DeepMind / Gemini) has a writing signal matching data demand."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","final_url":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","title":"Google DeepMind and Singapore Government announce new AI tool to protect citizens against scams","http_status":200,"content_type":"text/html","capture_method":"plain","fetched_at":"2026-10-14T04:02:10.26674+00:00","bytes":154606,"raw_path":"36a7e1c23fbbe3b1fdc0232b25eb31c8ef9c6f6d877b564ab04d74596d0b22c4.html","content_hash":"2bee3ee2cca539468332f4d9b0c1780788ed774fe51b2514c4016dca8a13ac88","excerpt_chars":1200,"truncated":true,"excerpt":"On-Device AI Against Scams: Google DeepMind & MDDI — Google DeepMind Skip to main content October 14, 2026 Responsibility & Safety Google DeepMind and Singapore Government announce new AI tool to protect citizens against scams JJ Geewax and Miguel de Andrés Share The collaboration delivers an on-device scam detection model that helps protect citizens without compromising privacy. Scams make up over half of Singapore’s reported crimes, and account for more than S$4 billion in losses since 2019. At the same time, scam tactics have shifted from simple phishing to complex social engineering, whereby attackers manipulate victims with convincing conversations before requesting money. Such scams now account for up to 80% of all losses. To address this, Google DeepMind and the Government Technology Agency of Singapore (GovTech) have been working together as part of our National AI Partnership with the Singapore Government. This has allowed us to deliver an on-device scam detection model - optimized to run on typical smartphones in Singapore - to tackle an urgent safety challenge while preserving citizens' privacy. On-device AI protection without compromising privacy Generic models often..."},"evidence_pages":[],"related_signals":[{"id":"5b9c9a7f-9aa3-43a2-a7fc-98f80cff323e","url":"https://onlylabs.fyi/signals/5b9c9a7f-9aa3-43a2-a7fc-98f80cff323e","source_url":"https://deepmind.google/blog/beyond-tree-cover-mapping-the-worlds-forest-types/","title":"Beyond tree cover: mapping the world’s forest types","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-22T14:30:24+00:00","first_seen_at":"2026-10-22T16:00:50.41013+00:00","date_source":"rss.item_date"},{"id":"00f7c410-7278-4115-99ff-1068c8fa2885","url":"https://onlylabs.fyi/signals/00f7c410-7278-4115-99ff-1068c8fa2885","source_url":"https://deepmind.google/blog/accelerating-antimicrobial-discovery/","title":"Accelerating the search for antimicrobial peptides with Google Antigravity","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-15T16:08:03+00:00","first_seen_at":"2026-10-16T04:00:49.199978+00:00","date_source":"rss.item_date"},{"id":"6cfed29f-87de-4ac7-aa51-44e08542fa0a","url":"https://onlylabs.fyi/signals/6cfed29f-87de-4ac7-aa51-44e08542fa0a","source_url":"https://deepmind.google/blog/developing-gemini-4-argon-responsibly-and-safely/","title":"Developing Gemini 4 Argon responsibly and safely","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-13T19:43:07+00:00","first_seen_at":"2026-10-13T20:00:49.980788+00:00","date_source":"rss.item_date"},{"id":"a1af53c2-04cb-4120-9d2a-da5cb31abb9a","url":"https://onlylabs.fyi/signals/a1af53c2-04cb-4120-9d2a-da5cb31abb9a","source_url":"https://deepmind.google/blog/gemini-4-argon-for-robotics/","title":"Gemini 4 Argon for Robotics","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-13T16:01:58+00:00","first_seen_at":"2026-10-13T20:00:49.980788+00:00","date_source":"rss.item_date"},{"id":"b93938b9-b654-4f56-8caf-cd29b87a7550","url":"https://onlylabs.fyi/signals/b93938b9-b654-4f56-8caf-cd29b87a7550","source_url":"https://deepmind.google/blog/introducing-gemini-4-argon/","title":"Gemini 4 Argon: Built to solve your hardest problems","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-13T16:01:52+00:00","first_seen_at":"2026-10-13T20:00:49.980788+00:00","date_source":"rss.item_date"},{"id":"c5ace0bb-6bf4-41f1-860f-618bc4e5d9b0","url":"https://onlylabs.fyi/signals/c5ace0bb-6bf4-41f1-860f-618bc4e5d9b0","source_url":"https://deepmind.google/blog/embeddinggemma-2-an-open-lightweight-multimodal-embedding-model/","title":"EmbeddingGemma 2: an open, lightweight multimodal embedding model","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-10-06T19:57:04+00:00","first_seen_at":"2026-10-07T00:00:50.051101+00:00","date_source":"rss.item_date"}]}