{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Writing: Measuring progress toward AGI: A cognitive framework","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/696a9141-cd35-4e16-a477-4535c74463dc","json_url":"https://onlylabs.fyi/signals/696a9141-cd35-4e16-a477-4535c74463dc/signal.json","generated_at":"2026-06-07T21:14:56.679341+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/696a9141-cd35-4e16-a477-4535c74463dc","signal_json":"https://onlylabs.fyi/signals/696a9141-cd35-4e16-a477-4535c74463dc/signal.json","source":"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/","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 Measuring progress toward AGI: A cognitive framework. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Important framework from leading lab on AGI metrics. · Measuring Progress Towards AGI: A Cognitive Framework Measuring progress toward AGI: A cognitive framework Mar 17, 2026 · Share x.com Facebook LinkedIn Mail Copy link.... 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/measuring-progress-toward-agi-a-cognitive-framework/","source_host":"deepmind.google","occurred_at":"2026-03-17T16:03:47+00:00","first_seen_at":"2026-06-05T05:42:58.356131+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":"Important framework from leading lab on AGI metrics.","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 term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/measuring-progress-toward-agi-a-cognitive-framework/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:14:56.679341+00:00"},"data_business":{"matches":true,"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"matched_terms":["eval","evaluation"],"score":15,"reason":"Google (DeepMind / Gemini) has a writing signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/696a9141-cd35-4e16-a477-4535c74463dc/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 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?","Which data-business lane explains this signal: Evals and quality?","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/696a9141-cd35-4e16-a477-4535c74463dc/signal.json","required":true},{"label":"source","url":"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 \"Measuring progress toward AGI: A cognitive framework\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Measuring progress toward AGI: A cognitive framework","text":"Google (DeepMind / Gemini) published Measuring progress toward AGI: A cognitive framework."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"is classified as","object":"writing signal","text":"Measuring progress toward AGI: A cognitive framework is classified as writing signal."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"belongs to","object":"talking desk","text":"Measuring progress toward AGI: A cognitive framework belongs to talking desk."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Measuring progress toward AGI: A cognitive framework has evidence coverage 1 captured evidence page."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"matches data-business lanes","object":"Evals and quality","text":"Measuring progress toward AGI: A cognitive framework matches data-business lanes Evals and quality."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has captured page count","object":"1","text":"Measuring progress toward AGI: A cognitive framework has captured page count 1."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has readable page count","object":"1","text":"Measuring progress toward AGI: A cognitive framework has readable page count 1."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has related signal count","object":"6","text":"Measuring progress toward AGI: A cognitive framework has related signal count 6."},{"subject":"Measuring progress toward AGI: A cognitive framework","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":"Measuring progress toward AGI: A cognitive framework 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":"Measuring progress toward AGI: A cognitive framework","predicate":"has source host","object":"deepmind.google","text":"Measuring progress toward AGI: A cognitive framework has source host deepmind.google."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"Measuring progress toward AGI: A cognitive framework has lab Google (DeepMind / Gemini)."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has signal desk","object":"talking","text":"Measuring progress toward AGI: A cognitive framework has signal desk talking."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has source host","object":"deepmind.google","text":"Measuring progress toward AGI: A cognitive framework has source host deepmind.google."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has notability","object":"Important framework from leading lab on AGI metrics.","text":"Measuring progress toward AGI: A cognitive framework has notability Important framework from leading lab on AGI metrics.."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has radar lane","object":"Evals and quality","text":"Measuring progress toward AGI: A cognitive framework has radar lane Evals and quality."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has matched term","object":"eval","text":"Measuring progress toward AGI: A cognitive framework has matched term eval."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has matched term","object":"evaluation","text":"Measuring progress toward AGI: A cognitive framework has matched term evaluation."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has watch term","object":"Eval methodology","text":"Measuring progress toward AGI: A cognitive framework has watch term Eval methodology."}]},"intelligence":{"signal_desk":"talking","answer":"Google (DeepMind / Gemini) published Measuring progress toward AGI: A cognitive framework. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Important framework from leading lab on AGI metrics. · Measuring Progress Towards AGI: A Cognitive Framework Measuring progress toward AGI: A cognitive framework Mar 17, 2026 · Share x.com Facebook LinkedIn Mail Copy link.... 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.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published","object":"Measuring progress toward AGI: A cognitive framework","text":"Google (DeepMind / Gemini) published Measuring progress toward AGI: A cognitive framework."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"is classified as","object":"writing signal","text":"Measuring progress toward AGI: A cognitive framework is classified as writing signal."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"belongs to","object":"talking desk","text":"Measuring progress toward AGI: A cognitive framework belongs to talking desk."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Measuring progress toward AGI: A cognitive framework has evidence coverage 1 captured evidence page."},{"subject":"Measuring progress toward AGI: A cognitive framework","predicate":"matches data-business lanes","object":"Evals and quality","text":"Measuring progress toward AGI: A cognitive framework matches data-business lanes Evals and quality."}]},"signal":{"id":"696a9141-cd35-4e16-a477-4535c74463dc","url":"https://onlylabs.fyi/signals/696a9141-cd35-4e16-a477-4535c74463dc","json_url":"https://onlylabs.fyi/signals/696a9141-cd35-4e16-a477-4535c74463dc/signal.json","source_url":"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/","title":"Measuring progress toward AGI: A cognitive framework","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":"2026-03-17T16:03:47+00:00","first_seen_at":"2026-06-05T05:42:58.356131+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/measuring-progress-toward-agi-a-cognitive-framework/"]},"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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":15,"matched_terms":["eval","evaluation"],"reason":"Google (DeepMind / Gemini) has a writing signal matching evals and quality."}},"primary_evidence_page":{"url":"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/","final_url":"https://blog.google/innovation-and-ai/models-and-research/google-deepmind/measuring-agi-cognitive-framework/","title":"Measuring progress toward AGI: A cognitive framework","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:56.679341+00:00","bytes":389699,"raw_path":"675a5ba353704bb0a6c3cc2ce69d7f2e8f22211020a41393f51ebe106db4195d.html","content_hash":"9349f34eccf3210f337cfda838cf54a2ab91a01d8b921143ea8e7e0249375968","excerpt_chars":1200,"truncated":true,"excerpt":"Measuring Progress Towards AGI: A Cognitive Framework Measuring progress toward AGI: A cognitive framework Mar 17, 2026 · Share x.com Facebook LinkedIn Mail Copy link We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations. Ryan Burnell Research Scientist, Google DeepMind Oran Kelly Product Manager, Google DeepMind Read AI-generated summary General summary Google DeepMind wants to help measure the progress of Artificial General Intelligence (AGI) using cognitive science. Their new paper, \"Measuring Progress Toward AGI: A Cognitive Taxonomy,\" presents a framework for understanding AI systems' cognitive capabilities. You can participate by designing evaluations for key cognitive abilities in their Kaggle hackathon for a chance to win from a prize pool of $200,000. Summaries were generated by Google AI. Generative AI is experimental. Share x.com Facebook LinkedIn Mail Copy link Your browser does not support the audio element. Listen to article This content is generated by Google AI. Generative AI is experimental [[duration]] minutes Voice Speed Voice Speed 0.75X 1X 1.5X 2X Artificial General Intelligence (AGI)..."},"evidence_pages":[{"url":"https://deepmind.google/blog/measuring-progress-toward-agi-a-cognitive-framework/","final_url":"https://blog.google/innovation-and-ai/models-and-research/google-deepmind/measuring-agi-cognitive-framework/","title":"Measuring progress toward AGI: A cognitive framework","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:56.679341+00:00","bytes":389699,"raw_path":"675a5ba353704bb0a6c3cc2ce69d7f2e8f22211020a41393f51ebe106db4195d.html","content_hash":"9349f34eccf3210f337cfda838cf54a2ab91a01d8b921143ea8e7e0249375968","excerpt_chars":1200,"truncated":true,"excerpt":"Measuring Progress Towards AGI: A Cognitive Framework Measuring progress toward AGI: A cognitive framework Mar 17, 2026 · Share x.com Facebook LinkedIn Mail Copy link We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations. Ryan Burnell Research Scientist, Google DeepMind Oran Kelly Product Manager, Google DeepMind Read AI-generated summary General summary Google DeepMind wants to help measure the progress of Artificial General Intelligence (AGI) using cognitive science. Their new paper, \"Measuring Progress Toward AGI: A Cognitive Taxonomy,\" presents a framework for understanding AI systems' cognitive capabilities. You can participate by designing evaluations for key cognitive abilities in their Kaggle hackathon for a chance to win from a prize pool of $200,000. Summaries were generated by Google AI. Generative AI is experimental. Share x.com Facebook LinkedIn Mail Copy link Your browser does not support the audio element. Listen to article This content is generated by Google AI. Generative AI is experimental [[duration]] minutes Voice Speed Voice Speed 0.75X 1X 1.5X 2X Artificial General Intelligence (AGI)..."}],"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"}]}