{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Piloting the world's first double-blind AI evaluations","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/a8f2b414-2eb2-415d-9815-1fb845b536d4","json_url":"https://onlylabs.fyi/signals/a8f2b414-2eb2-415d-9815-1fb845b536d4/signal.json","generated_at":"2026-08-28T16:51:33.080Z","evidence_latest_fetched_at":"2026-08-27T16:02:34.338407+00:00","signal_first_seen_at":"2026-08-27T16:00:51.65194+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/a8f2b414-2eb2-415d-9815-1fb845b536d4","signal_json":"https://onlylabs.fyi/signals/a8f2b414-2eb2-415d-9815-1fb845b536d4/signal.json","source":"https://deepmind.google/blog/piloting-the-worlds-first-double-blind-ai-evaluations/","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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Google (DeepMind / Gemini) published Piloting the world's first double-blind AI evaluations. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive DeepMind post on evaluation methodology, low traction. · Piloting the world's first double-blind AI evaluations — Google DeepMind Skip to main content August 27, 2026 Responsibility & Safety Piloting the world's first.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://deepmind.google/blog/piloting-the-worlds-first-double-blind-ai-evaluations/","source_host":"deepmind.google","occurred_at":"2026-08-27T12:59:16+00:00","first_seen_at":"2026-08-27T16:00:51.65194+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 DeepMind post on evaluation methodology, low traction.","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"eval","source":"radar"},{"label":"Matched term","value":"evaluation","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a8f2b414-2eb2-415d-9815-1fb845b536d4/signal.json","dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn 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 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If they accidentally peek at the test questions in advance, achieving a perfect score is influenced by this knowledge, making it a meaningless accomplishment. To truly measure what they know, they must have no visibility of the test questions until it's time to take the exam. That is the exact challenge the industry faces when evaluating advanced AI models. If a model has already seen the test questions - a problem known as benchmark contamination - the results can only be trusted to an extent. Today, we’re introducing the world’s first double-blind evaluation of a proprietary, frontier class AI model, which keeps external evaluations confined to a cryptographic “box” where they can’t be used by models later to optimize performance ahead of testing. We're partnering with the Singapore AI Safety Institute,..."},"evidence_pages":[],"related_signals":[{"id":"195ed201-754b-4cee-aee6-57cf3ed92e97","url":"https://onlylabs.fyi/signals/195ed201-754b-4cee-aee6-57cf3ed92e97","source_url":"https://deepmind.google/blog/gemini-omni-1-1-flash-lets-you-build-with-more-control/","title":"Gemini Omni 1.1 Flash lets you build with more control","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-27T16:11:32+00:00","first_seen_at":"2026-08-27T20:01:50.089065+00:00","date_source":"rss.item_date"},{"id":"24942bda-a4f5-4ebd-8c71-35d9cd43f3c3","url":"https://onlylabs.fyi/signals/24942bda-a4f5-4ebd-8c71-35d9cd43f3c3","source_url":"https://deepmind.google/blog/intelligent-transcription-with-gemini-3-5-transcribe/","title":"Intelligent transcription with Gemini 3.5 Transcribe","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-26T17:01:00+00:00","first_seen_at":"2026-08-26T20:00:49.93374+00:00","date_source":"rss.item_date"},{"id":"f9a13d35-95b7-4871-802c-51f2afff8ab8","url":"https://onlylabs.fyi/signals/f9a13d35-95b7-4871-802c-51f2afff8ab8","source_url":"https://deepmind.google/blog/from-atari-to-eve-online-building-on-15-years-of-ai-research-in-games/","title":"From Atari to EVE Online: Building on 15 Years of AI Research in Games","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-21T11:59:48+00:00","first_seen_at":"2026-08-21T12:00:49.988143+00:00","date_source":"rss.item_date"},{"id":"e1c1c4de-9b25-4526-8bba-e15b29fc19f2","url":"https://onlylabs.fyi/signals/e1c1c4de-9b25-4526-8bba-e15b29fc19f2","source_url":"https://deepmind.google/blog/introducing-gemini-3-7-flash/","title":"Introducing Gemini 3.7 Flash","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-13T17:04:18+00:00","first_seen_at":"2026-08-13T20:00:49.188167+00:00","date_source":"rss.item_date"},{"id":"4571f0a6-e871-43f5-8e58-ac0df386505e","url":"https://onlylabs.fyi/signals/4571f0a6-e871-43f5-8e58-ac0df386505e","source_url":"https://deepmind.google/blog/putting-sign-language-ai-into-users-hands/","title":"Putting sign language AI into users’ hands","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-12T14:01:59+00:00","first_seen_at":"2026-08-12T16:01:42.826148+00:00","date_source":"rss.item_date"},{"id":"8d6442d6-96c3-47e6-afe5-d0047bb3228d","url":"https://onlylabs.fyi/signals/8d6442d6-96c3-47e6-afe5-d0047bb3228d","source_url":"https://deepmind.google/blog/weathernext-ai-model-achieves-breakthrough-in-forecasting-cyclones/","title":"WeatherNext: AI model achieves breakthrough in forecasting cyclones","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-08-06T15:06:15+00:00","first_seen_at":"2026-08-06T16:00:49.671558+00:00","date_source":"rss.item_date"}]}